Pandas Profiling Report

Dataset statistics

Number of variables	45
Number of observations	173
Missing cells	198
Missing cells (%)	2.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	60.9 KiB
Average record size in memory	360.7 B

Variable types

Numeric	26
Categorical	18
Boolean	1

Alerts

`name` has a high cardinality: 143 distinct values	High cardinality
`rear tyre size` has a high cardinality: 61 distinct values	High cardinality
`chassis type` has a high cardinality: 90 distinct values	High cardinality
`Unnamed: 0` is highly overall correlated with `price` and 13 other fields	High correlation
`price` is highly overall correlated with `Unnamed: 0` and 23 other fields	High correlation
`max power` is highly overall correlated with `Unnamed: 0` and 23 other fields	High correlation
`max torque` is highly overall correlated with `Unnamed: 0` and 23 other fields	High correlation
`displacement` is highly overall correlated with `Unnamed: 0` and 25 other fields	High correlation
`bore` is highly overall correlated with `Unnamed: 0` and 22 other fields	High correlation
`stroke` is highly overall correlated with `transmission` and 5 other fields	High correlation
`fuel tank capacity` is highly overall correlated with `price` and 27 other fields	High correlation
`mileage - arai` is highly overall correlated with `price` and 23 other fields	High correlation
`mileage - owner reported` is highly overall correlated with `price` and 18 other fields	High correlation
`top speed` is highly overall correlated with `Unnamed: 0` and 27 other fields	High correlation
`front brake size` is highly overall correlated with `Unnamed: 0` and 26 other fields	High correlation
`rear brake size` is highly overall correlated with `Unnamed: 0` and 27 other fields	High correlation
`front wheel size` is highly overall correlated with `fuel tank capacity` and 10 other fields	High correlation
`rear wheel size` is highly overall correlated with `front wheel size` and 9 other fields	High correlation
`front tyre pressure (rider)` is highly overall correlated with `price` and 25 other fields	High correlation
`rear tyre pressure (rider)` is highly overall correlated with `price` and 16 other fields	High correlation
`front tyre pressure (rider & pillion)` is highly overall correlated with `price` and 23 other fields	High correlation
`rear tyre pressure (rider & pillion)` is highly overall correlated with `front tyre pressure (rider)` and 3 other fields	High correlation
`kerb weight` is highly overall correlated with `price` and 26 other fields	High correlation
`overall length` is highly overall correlated with `price` and 26 other fields	High correlation
`overall width` is highly overall correlated with `price` and 18 other fields	High correlation
`wheelbase` is highly overall correlated with `Unnamed: 0` and 24 other fields	High correlation
`ground clearance` is highly overall correlated with `rear tyre size`	High correlation
`seat height` is highly overall correlated with `max power` and 6 other fields	High correlation
`overall height` is highly overall correlated with `chassis type`	High correlation
`brand` is highly overall correlated with `Unnamed: 0` and 10 other fields	High correlation
`cooling system` is highly overall correlated with `max torque` and 9 other fields	High correlation
`transmission` is highly overall correlated with `price` and 25 other fields	High correlation
`transmission type` is highly overall correlated with `price` and 23 other fields	High correlation
`cylinders` is highly overall correlated with `price` and 20 other fields	High correlation
`valves per cylinder` is highly overall correlated with `fuel tank capacity` and 8 other fields	High correlation
`spark plugs` is highly overall correlated with `mileage - arai` and 2 other fields	High correlation
`gear shifting pattern` is highly overall correlated with `mileage - arai` and 10 other fields	High correlation
`clutch` is highly overall correlated with `Unnamed: 0` and 15 other fields	High correlation
`braking system` is highly overall correlated with `mileage - arai` and 7 other fields	High correlation
`front brake type` is highly overall correlated with `bore` and 24 other fields	High correlation
`rear tyre size` is highly overall correlated with `Unnamed: 0` and 36 other fields	High correlation
`tyre type` is highly overall correlated with `mileage - arai` and 4 other fields	High correlation
`radial tyres` is highly overall correlated with `Unnamed: 0` and 27 other fields	High correlation
`rear brake type` is highly overall correlated with `max power` and 32 other fields	High correlation
`wheel type` is highly overall correlated with `front wheel size` and 3 other fields	High correlation
`front tyre size` is highly overall correlated with `price` and 29 other fields	High correlation
`chassis type` is highly overall correlated with `Unnamed: 0` and 24 other fields	High correlation
`transmission type` is highly imbalanced (50.9%)	Imbalance
`spark plugs` is highly imbalanced (69.2%)	Imbalance
`tyre type` is highly imbalanced (51.8%)	Imbalance
`mileage - arai` has 135 (78.0%) missing values	Missing
`mileage - owner reported` has 63 (36.4%) missing values	Missing
`Unnamed: 0` has unique values	Unique

Reproduction

Analysis started	2023-04-07 11:59:45.410980
Analysis finished	2023-04-07 12:00:58.278798
Duration	1 minute and 12.87 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	173
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90.884393

Minimum	0
Maximum	192
Zeros	1
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	0
5-th percentile	8.6
Q1	43
median	86
Q3	132
95-th percentile	183.4
Maximum	192
Range	192
Interquartile range (IQR)	89

Descriptive statistics

Standard deviation	56.699108
Coefficient of variation (CV)	0.62385968
Kurtosis	-1.1334224
Mean	90.884393
Median Absolute Deviation (MAD)	45
Skewness	0.20998177
Sum	15723
Variance	3214.7889
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.6%
120	1	0.6%
112	1	0.6%
113	1	0.6%
114	1	0.6%
115	1	0.6%
116	1	0.6%
117	1	0.6%
118	1	0.6%
119	1	0.6%
Other values (163)	163	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.6%
1	1	0.6%
2	1	0.6%
3	1	0.6%
4	1	0.6%
5	1	0.6%
6	1	0.6%
7	1	0.6%
8	1	0.6%
9	1	0.6%

Value	Count	Frequency (%)
192	1	0.6%
191	1	0.6%
190	1	0.6%
189	1	0.6%
188	1	0.6%
187	1	0.6%
186	1	0.6%
185	1	0.6%
184	1	0.6%
183	1	0.6%

name
Categorical

Distinct	143
Distinct (%)	82.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Pulsar	9
Ninja	5
Apache	5
Scrambler	4
Duke	4
Other values (138)	146

Length

Max length	32
Median length	22
Mean length	14.184971
Min length	2

Characters and Unicode

Total characters	2454
Distinct characters	63
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	131 ?
Unique (%)	75.7%

Sample

1st row	Royal Enfield Hunter 350
2nd row	Royal Enfield Classic 350
3rd row	Royal Enfield Bullet 350
4th row	Royal Enfield Continental GT 650
5th row	Royal Enfield Meteor 350

Common Values

Value	Count	Frequency (%)
Pulsar	9	5.2%
Ninja	5	2.9%
Apache	5	2.9%
Scrambler	4	2.3%
Duke	4	2.3%
Bonneville	3	1.7%
Platina	2	1.2%
Avenger	2	1.2%
Activa	2	1.2%
SR	2	1.2%
Other values (133)	135	78.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
honda	17	3.9%
hero	15	3.5%
125	15	3.5%
ducati	12	2.8%
tvs	12	2.8%
yamaha	10	2.3%
pulsar	9	2.1%
triumph	9	2.1%
kawasaki	9	2.1%
royal	8	1.8%
Other values (182)	317	73.2%

Most occurring characters

Value	Count	Frequency (%)
	260	10.6%
a	203	8.3%
e	160	6.5%
i	122	5.0%
r	120	4.9%
o	97	4.0%
n	94	3.8%
l	91	3.7%
0	84	3.4%
t	79	3.2%
Other values (53)	1144	46.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1442	58.8%
Uppercase Letter	477	19.4%
Decimal Number	270	11.0%
Space Separator	260	10.6%
Math Symbol	2	0.1%
Dash Punctuation	2	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	203	14.1%
e	160	11.1%
i	122	8.5%
r	120	8.3%
o	97	6.7%
n	94	6.5%
l	91	6.3%
t	79	5.5%
u	75	5.2%
s	56	3.9%
Other values (16)	345	23.9%

Uppercase Letter

Value	Count	Frequency (%)
S	67	14.0%
T	43	9.0%
H	42	8.8%
V	36	7.5%
R	32	6.7%
D	27	5.7%
B	26	5.5%
X	25	5.2%
P	23	4.8%
C	20	4.2%
Other values (14)	136	28.5%

Decimal Number

Value	Count	Frequency (%)
0	84	31.1%
5	55	20.4%
1	44	16.3%
2	40	14.8%
6	17	6.3%
3	11	4.1%
4	11	4.1%
9	6	2.2%
8	2	0.7%

Space Separator

Value	Count	Frequency (%)
	260	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1919	78.2%
Common	535	21.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	203	10.6%
e	160	8.3%
i	122	6.4%
r	120	6.3%
o	97	5.1%
n	94	4.9%
l	91	4.7%
t	79	4.1%
u	75	3.9%
S	67	3.5%
Other values (40)	811	42.3%

Common

Value	Count	Frequency (%)
	260	48.6%
0	84	15.7%
5	55	10.3%
1	44	8.2%
2	40	7.5%
6	17	3.2%
3	11	2.1%
4	11	2.1%
9	6	1.1%
+	2	0.4%
Other values (3)	5	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2454	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	260	10.6%
a	203	8.3%
e	160	6.5%
i	122	5.0%
r	120	4.9%
o	97	4.0%
n	94	3.8%
l	91	3.7%
0	84	3.4%
t	79	3.2%
Other values (53)	1144	46.6%

brand
Categorical

Distinct	17
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Honda	21
Hero	17
Bajaj	17
TVS	17
Ducati	16
Other values (12)	85

Length

Max length	13
Median length	8
Mean length	5.7919075
Min length	3

Characters and Unicode

Total characters	1002
Distinct characters	39
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Royal Enfield
2nd row	Royal Enfield
3rd row	Royal Enfield
4th row	Royal Enfield
5th row	Royal Enfield

Common Values

Value	Count	Frequency (%)
Honda	21	12.1%
Hero	17	9.8%
Bajaj	17	9.8%
TVS	17	9.8%
Ducati	16	9.2%
Kawasaki	14	8.1%
Triumph	12	6.9%
Yamaha	10	5.8%
Royal Enfield	8	4.6%
Suzuki	8	4.6%
Other values (7)	33	19.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
honda	21	11.6%
hero	17	9.4%
bajaj	17	9.4%
tvs	17	9.4%
ducati	16	8.8%
kawasaki	14	7.7%
triumph	12	6.6%
yamaha	10	5.5%
suzuki	8	4.4%
enfield	8	4.4%
Other values (8)	41	22.7%

Most occurring characters

Value	Count	Frequency (%)
a	172	17.2%
i	78	7.8%
o	54	5.4%
u	46	4.6%
e	43	4.3%
H	40	4.0%
r	38	3.8%
n	37	3.7%
l	35	3.5%
T	35	3.5%
Other values (29)	424	42.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	759	75.7%
Uppercase Letter	235	23.5%
Space Separator	8	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	172	22.7%
i	78	10.3%
o	54	7.1%
u	46	6.1%
e	43	5.7%
r	38	5.0%
n	37	4.9%
l	35	4.6%
j	34	4.5%
d	29	3.8%
Other values (13)	193	25.4%

Uppercase Letter

Value	Count	Frequency (%)
H	40	17.0%
T	35	14.9%
S	25	10.6%
V	23	9.8%
B	23	9.8%
K	20	8.5%
D	16	6.8%
Y	10	4.3%
M	10	4.3%
E	8	3.4%
Other values (5)	25	10.6%

Space Separator

Value	Count	Frequency (%)
	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	994	99.2%
Common	8	0.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	172	17.3%
i	78	7.8%
o	54	5.4%
u	46	4.6%
e	43	4.3%
H	40	4.0%
r	38	3.8%
n	37	3.7%
l	35	3.5%
T	35	3.5%
Other values (28)	416	41.9%

Common

Value	Count	Frequency (%)
	8	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	172	17.2%
i	78	7.8%
o	54	5.4%
u	46	4.6%
e	43	4.3%
H	40	4.0%
r	38	3.8%
n	37	3.7%
l	35	3.5%
T	35	3.5%
Other values (29)	424	42.3%

price
Real number (ℝ)

Distinct	172
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	567831.99

Minimum	45648
Maximum	7990000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	45648
5-th percentile	70078.2
Q1	105597
median	174573
Q3	753951
95-th percentile	2131200
Maximum	7990000
Range	7944352
Interquartile range (IQR)	648354

Descriptive statistics

Standard deviation	888028.15
Coefficient of variation (CV)	1.5638924
Kurtosis	28.717684
Mean	567831.99
Median Absolute Deviation (MAD)	97195
Skewness	4.2498693
Sum	98234935
Variance	7.88594 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1285000	2	1.2%
149900	1	0.6%
340000	1	0.6%
902000	1	0.6%
513959	1	0.6%
712000	1	0.6%
643034	1	0.6%
1209967	1	0.6%
640000	1	0.6%
2301733	1	0.6%
Other values (162)	162	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45648	1	0.6%
47140	1	0.6%
52734	1	0.6%
59041	1	0.6%
60163	1	0.6%
61577	1	0.6%
64580	1	0.6%
67659	1	0.6%
68847	1	0.6%
70899	1	0.6%

Value	Count	Frequency (%)
7990000	1	0.6%
3988635	1	0.6%
2741000	1	0.6%
2372222	1	0.6%
2369000	1	0.6%
2301733	1	0.6%
2215000	1	0.6%
2149000	1	0.6%
2148000	1	0.6%
2120000	1	0.6%

max power
Real number (ℝ)

Distinct	125
Distinct (%)	72.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.971214

Minimum	4.3
Maximum	305.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	4.3
5-th percentile	7.906
Q1	10.7
median	20.7
Q3	65.7
95-th percentile	169.604
Maximum	305.75
Range	301.45
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	55.216506
Coefficient of variation (CV)	1.1755393
Kurtosis	3.7724616
Mean	46.971214
Median Absolute Deviation (MAD)	12.26
Skewness	1.9540102
Sum	8126.02
Variance	3048.8625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.78	5	2.9%
8.04	4	2.3%
71.87	4	2.3%
10.72	4	2.3%
20.2	3	1.7%
64.1	3	1.7%
55.65	3	1.7%
46.8	3	1.7%
12.2	3	1.7%
24.1	3	1.7%
Other values (115)	138	79.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.3	2	1.2%
5.36	1	0.6%
7.65	1	0.6%
7.68	1	0.6%
7.71	1	0.6%
7.77	1	0.6%
7.9	2	1.2%
7.91	2	1.2%
8	2	1.2%
8.04	4	2.3%

Value	Count	Frequency (%)
305.75	1	0.6%
215	1	0.6%
213.89	1	0.6%
212.5	1	0.6%
205.17	1	0.6%
200.21	1	0.6%
197.26	1	0.6%
177.5	1	0.6%
172.58	1	0.6%
167.62	1	0.6%

max torque
Real number (ℝ)

Distinct	105
Distinct (%)	60.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.109364

Minimum	6.5
Maximum	221
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	6.5
5-th percentile	8.7
Q1	10.6
median	21.5
Q3	62.9
95-th percentile	124.16
Maximum	221
Range	214.5
Interquartile range (IQR)	52.3

Descriptive statistics

Standard deviation	41.438487
Coefficient of variation (CV)	1.008006
Kurtosis	1.8648385
Mean	41.109364
Median Absolute Deviation (MAD)	11.8
Skewness	1.4926995
Sum	7111.92
Variance	1717.1482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.7	6	3.5%
10.6	6	3.5%
10.3	4	2.3%
66.2	4	2.3%
46	4	2.3%
24	4	2.3%
9.6	4	2.3%
64	4	2.3%
27	3	1.7%
6.5	3	1.7%
Other values (95)	131	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.5	3	1.7%
8.05	3	1.7%
8.34	1	0.6%
8.7	6	3.5%
8.8	2	1.2%
8.84	1	0.6%
9	1	0.6%
9.2	1	0.6%
9.3	2	1.2%
9.6	4	2.3%

Value	Count	Frequency (%)
221	1	0.6%
170	1	0.6%
165	1	0.6%
137	1	0.6%
129	1	0.6%
127.4	1	0.6%
125	3	1.7%
123.6	1	0.6%
123	1	0.6%
122	1	0.6%

cooling system
Categorical

Distinct	6
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

air cooled	76
liquid cooled	73
oil cooled	15
air/oil cooled	6
fan cooled	2

Length

Max length	14
Median length	10
Mean length	11.416185
Min length	10

Characters and Unicode

Total characters	1975
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

1st row	air/oil cooled
2nd row	air/oil cooled
3rd row	air cooled
4th row	air/oil cooled
5th row	air/oil cooled

Common Values

Value	Count	Frequency (%)
air cooled	76	43.9%
liquid cooled	73	42.2%
oil cooled	15	8.7%
air/oil cooled	6	3.5%
fan cooled	2	1.2%
water cooled	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cooled	173	50.0%
air	76	22.0%
liquid	73	21.1%
oil	15	4.3%
air/oil	6	1.7%
fan	2	0.6%
water	1	0.3%

Most occurring characters

Value	Count	Frequency (%)
o	367	18.6%
l	267	13.5%
i	249	12.6%
d	246	12.5%
e	174	8.8%
	173	8.8%
c	173	8.8%
a	85	4.3%
r	83	4.2%
q	73	3.7%
Other values (6)	85	4.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1796	90.9%
Space Separator	173	8.8%
Other Punctuation	6	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	367	20.4%
l	267	14.9%
i	249	13.9%
d	246	13.7%
e	174	9.7%
c	173	9.6%
a	85	4.7%
r	83	4.6%
q	73	4.1%
u	73	4.1%
Other values (4)	6	0.3%

Space Separator

Value	Count	Frequency (%)
	173	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1796	90.9%
Common	179	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	367	20.4%
l	267	14.9%
i	249	13.9%
d	246	13.7%
e	174	9.7%
c	173	9.6%
a	85	4.7%
r	83	4.6%
q	73	4.1%
u	73	4.1%
Other values (4)	6	0.3%

Common

Value	Count	Frequency (%)
	173	96.6%
/	6	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1975	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	367	18.6%
l	267	13.5%
i	249	12.6%
d	246	12.5%
e	174	8.8%
	173	8.8%
c	173	8.8%
a	85	4.3%
r	83	4.2%
q	73	3.7%
Other values (6)	85	4.3%

transmission
Categorical

Distinct	5
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

6 speed manual	79
5 speed manual	49
automatic	32
4 speed manual	12
7 speed automatic	1

Length

Max length	17
Median length	14
Mean length	13.092486
Min length	9

Characters and Unicode

Total characters	2265
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

1st row	5 speed manual
2nd row	5 speed manual
3rd row	5 speed manual
4th row	6 speed manual
5th row	5 speed manual

Common Values

Value	Count	Frequency (%)
6 speed manual	79	45.7%
5 speed manual	49	28.3%
automatic	32	18.5%
4 speed manual	12	6.9%
7 speed automatic	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
speed	141	31.0%
manual	140	30.8%
6	79	17.4%
5	49	10.8%
automatic	33	7.3%
4	12	2.6%
7	1	0.2%

Most occurring characters

Value	Count	Frequency (%)
a	346	15.3%
e	282	12.5%
	282	12.5%
u	173	7.6%
m	173	7.6%
s	141	6.2%
p	141	6.2%
d	141	6.2%
l	140	6.2%
n	140	6.2%
Other values (8)	306	13.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1842	81.3%
Space Separator	282	12.5%
Decimal Number	141	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	346	18.8%
e	282	15.3%
u	173	9.4%
m	173	9.4%
s	141	7.7%
p	141	7.7%
d	141	7.7%
l	140	7.6%
n	140	7.6%
t	66	3.6%
Other values (3)	99	5.4%

Decimal Number

Value	Count	Frequency (%)
6	79	56.0%
5	49	34.8%
4	12	8.5%
7	1	0.7%

Space Separator

Value	Count	Frequency (%)
	282	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1842	81.3%
Common	423	18.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	346	18.8%
e	282	15.3%
u	173	9.4%
m	173	9.4%
s	141	7.7%
p	141	7.7%
d	141	7.7%
l	140	7.6%
n	140	7.6%
t	66	3.6%
Other values (3)	99	5.4%

Common

Value	Count	Frequency (%)
	282	66.7%
6	79	18.7%
5	49	11.6%
4	12	2.8%
7	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2265	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	346	15.3%
e	282	12.5%
	282	12.5%
u	173	7.6%
m	173	7.6%
s	141	6.2%
p	141	6.2%
d	141	6.2%
l	140	6.2%
n	140	6.2%
Other values (8)	306	13.5%

transmission type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

chain drive	139
cvt	32
shaft drive	2

Length

Max length	11
Median length	11
Mean length	9.5202312
Min length	3

Characters and Unicode

Total characters	1647
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	chain drive
2nd row	chain drive
3rd row	chain drive
4th row	chain drive
5th row	chain drive

Common Values

Value	Count	Frequency (%)
chain drive	139	80.3%
cvt	32	18.5%
shaft drive	2	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
drive	141	44.9%
chain	139	44.3%
cvt	32	10.2%
shaft	2	0.6%

Most occurring characters

Value	Count	Frequency (%)
i	280	17.0%
v	173	10.5%
c	171	10.4%
h	141	8.6%
a	141	8.6%
	141	8.6%
d	141	8.6%
r	141	8.6%
e	141	8.6%
n	139	8.4%
Other values (3)	38	2.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1506	91.4%
Space Separator	141	8.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	280	18.6%
v	173	11.5%
c	171	11.4%
h	141	9.4%
a	141	9.4%
d	141	9.4%
r	141	9.4%
e	141	9.4%
n	139	9.2%
t	34	2.3%
Other values (2)	4	0.3%

Space Separator

Value	Count	Frequency (%)
	141	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1506	91.4%
Common	141	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	280	18.6%
v	173	11.5%
c	171	11.4%
h	141	9.4%
a	141	9.4%
d	141	9.4%
r	141	9.4%
e	141	9.4%
n	139	9.2%
t	34	2.3%
Other values (2)	4	0.3%

Common

Value	Count	Frequency (%)
	141	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1647	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	280	17.0%
v	173	10.5%
c	171	10.4%
h	141	8.6%
a	141	8.6%
	141	8.6%
d	141	8.6%
r	141	8.6%
e	141	8.6%
n	139	8.4%
Other values (3)	38	2.3%

displacement
Real number (ℝ)

Distinct	84
Distinct (%)	48.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	433.43942

Minimum	87.8
Maximum	2458
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	87.8
5-th percentile	109.51
Q1	124.8
median	248.76
Q3	649
95-th percentile	1158.8
Maximum	2458
Range	2370.2
Interquartile range (IQR)	524.2

Descriptive statistics

Standard deviation	402.9611
Coefficient of variation (CV)	0.92968264
Kurtosis	3.096572
Mean	433.43942
Median Absolute Deviation (MAD)	124.76
Skewness	1.5549345
Sum	74985.02
Variance	162377.65
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
124.45	7	4.0%
649	6	3.5%
249	6	3.5%
155	6	3.5%
109.7	5	2.9%
124	5	2.9%
149.5	4	2.3%
124.7	4	2.3%
1200	4	2.3%
803	4	2.3%
Other values (74)	122	70.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
87.8	1	0.6%
97.2	3	1.7%
99.7	2	1.2%
102	1	0.6%
109.51	4	2.3%
109.7	5	2.9%
110	2	1.2%
110.9	3	1.7%
115.45	2	1.2%
123.94	1	0.6%

Value	Count	Frequency (%)
2458	1	0.6%
1833	1	0.6%
1262	2	1.2%
1200	4	2.3%
1160	1	0.6%
1158	1	0.6%
1103	2	1.2%
1099	1	0.6%
1082	1	0.6%
1079	1	0.6%

cylinders
Categorical

Distinct	5
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1	113
2	39
4	15
3	5
6	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	173
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	113	65.3%
2	39	22.5%
4	15	8.7%
3	5	2.9%
6	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	113	65.3%
2	39	22.5%
4	15	8.7%
3	5	2.9%
6	1	0.6%

Most occurring characters

Value	Count	Frequency (%)
1	113	65.3%
2	39	22.5%
4	15	8.7%
3	5	2.9%
6	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	173	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	113	65.3%
2	39	22.5%
4	15	8.7%
3	5	2.9%
6	1	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	173	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	113	65.3%
2	39	22.5%
4	15	8.7%
3	5	2.9%
6	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	113	65.3%
2	39	22.5%
4	15	8.7%
3	5	2.9%
6	1	0.6%

bore
Real number (ℝ)

Distinct	40
Distinct (%)	23.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.50289

Minimum	47
Maximum	110.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	47
5-th percentile	50
Q1	53.5
median	69
Q3	78
95-th percentile	97.6
Maximum	110.2
Range	63.2
Interquartile range (IQR)	24.5

Descriptive statistics

Standard deviation	15.257581
Coefficient of variation (CV)	0.22272901
Kurtosis	-0.6416337
Mean	68.50289
Median Absolute Deviation (MAD)	12
Skewness	0.47693329
Sum	11851
Variance	232.79377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
72	14	8.1%
50	14	8.1%
58	12	6.9%
83	9	5.2%
52	8	4.6%
76	8	4.6%
53.5	8	4.6%
52.4	7	4.0%
78	7	4.0%
81	6	3.5%
Other values (30)	80	46.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
47	5	2.9%
50	14	8.1%
51	3	1.7%
52	8	4.6%
52.4	7	4.0%
52.5	2	1.2%
53.5	8	4.6%
56	4	2.3%
57.3	6	3.5%
58	12	6.9%

Value	Count	Frequency (%)
110.2	1	0.6%
106	2	1.2%
100	2	1.2%
98	1	0.6%
97.6	4	2.3%
94	4	2.3%
92	1	0.6%
90	1	0.6%
89	3	1.7%
88	4	2.3%

stroke
Real number (ℝ)

Distinct	65
Distinct (%)	37.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	61.543815

Minimum	43
Maximum	90.51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	43
5-th percentile	48.8
Q1	56.6
median	60
Q3	63.1
95-th percentile	85.8
Maximum	90.51
Range	47.51
Interquartile range (IQR)	6.5

Descriptive statistics

Standard deviation	9.7214013
Coefficient of variation (CV)	0.15795903
Kurtosis	1.5397815
Mean	61.543815
Median Absolute Deviation (MAD)	3.3
Skewness	1.2204989
Sum	10647.08
Variance	94.505644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	11	6.4%
57.8	8	4.6%
58.6	8	4.6%
63.1	7	4.0%
80	7	4.0%
48.8	7	4.0%
66	5	2.9%
61.1	5	2.9%
57.9	5	2.9%
49	4	2.3%
Other values (55)	106	61.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43	1	0.6%
46	2	1.2%
47.2	1	0.6%
48.5	1	0.6%
48.8	7	4.0%
49	4	2.3%
49.5	3	1.7%
50.5	1	0.6%
51.1	1	0.6%
51.8	1	0.6%

Value	Count	Frequency (%)
90.51	1	0.6%
90.5	1	0.6%
90	2	1.2%
86	2	1.2%
85.9	1	0.6%
85.8	3	1.7%
83	1	0.6%
81.45	1	0.6%
80	7	4.0%
73	1	0.6%

valves per cylinder
Categorical

Distinct	5
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

4	84
2	69
3	14
1	5
8	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	173
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.6%

Sample

1st row	2
2nd row	2
3rd row	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
4	84	48.6%
2	69	39.9%
3	14	8.1%
1	5	2.9%
8	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	84	48.6%
2	69	39.9%
3	14	8.1%
1	5	2.9%
8	1	0.6%

Most occurring characters

Value	Count	Frequency (%)
4	84	48.6%
2	69	39.9%
3	14	8.1%
1	5	2.9%
8	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	173	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	84	48.6%
2	69	39.9%
3	14	8.1%
1	5	2.9%
8	1	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	173	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	84	48.6%
2	69	39.9%
3	14	8.1%
1	5	2.9%
8	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	173	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	84	48.6%
2	69	39.9%
3	14	8.1%
1	5	2.9%
8	1	0.6%

spark plugs
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1 per cylinder	158
2 per cylinder	12
3 per cylinder	3

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	2422
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1 per cylinder
2nd row	1 per cylinder
3rd row	2 per cylinder
4th row	1 per cylinder
5th row	1 per cylinder

Common Values

Value	Count	Frequency (%)
1 per cylinder	158	91.3%
2 per cylinder	12	6.9%
3 per cylinder	3	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
per	173	33.3%
cylinder	173	33.3%
1	158	30.4%
2	12	2.3%
3	3	0.6%

Most occurring characters

Value	Count	Frequency (%)
	346	14.3%
e	346	14.3%
r	346	14.3%
p	173	7.1%
c	173	7.1%
y	173	7.1%
l	173	7.1%
i	173	7.1%
n	173	7.1%
d	173	7.1%
Other values (3)	173	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1903	78.6%
Space Separator	346	14.3%
Decimal Number	173	7.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	346	18.2%
r	346	18.2%
p	173	9.1%
c	173	9.1%
y	173	9.1%
l	173	9.1%
i	173	9.1%
n	173	9.1%
d	173	9.1%

Decimal Number

Value	Count	Frequency (%)
1	158	91.3%
2	12	6.9%
3	3	1.7%

Space Separator

Value	Count	Frequency (%)
	346	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1903	78.6%
Common	519	21.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	346	18.2%
r	346	18.2%
p	173	9.1%
c	173	9.1%
y	173	9.1%
l	173	9.1%
i	173	9.1%
n	173	9.1%
d	173	9.1%

Common

Value	Count	Frequency (%)
	346	66.7%
1	158	30.4%
2	12	2.3%
3	3	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2422	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	346	14.3%
e	346	14.3%
r	346	14.3%
p	173	7.1%
c	173	7.1%
y	173	7.1%
l	173	7.1%
i	173	7.1%
n	173	7.1%
d	173	7.1%
Other values (3)	173	7.1%

gear shifting pattern
Categorical

Distinct	8
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

1 down 5 up	79
1 down 4 up	46
automatic	32
all 4 up	10
all 4 down	2
Other values (3)	4

Length

Max length	20
Median length	11
Mean length	10.468208
Min length	8

Characters and Unicode

Total characters	1811
Distinct characters	19
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	1.2%

Sample

1st row	1 down 4 up
2nd row	1 down 4 up
3rd row	1 down 4 up
4th row	1 down 5 up
5th row	1 down 4 up

Common Values

Value	Count	Frequency (%)
1 down 5 up	79	45.7%
1 down 4 up	46	26.6%
automatic	32	18.5%
all 4 up	10	5.8%
all 4 down	2	1.2%
all 5 down	2	1.2%
all 5 up	1	0.6%
automatic/electronic	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
up	136	23.5%
down	129	22.3%
1	125	21.6%
5	82	14.2%
4	58	10.0%
automatic	32	5.5%
all	15	2.6%
automatic/electronic	1	0.2%

Most occurring characters

Value	Count	Frequency (%)
	405	22.4%
u	169	9.3%
o	163	9.0%
p	136	7.5%
n	130	7.2%
d	129	7.1%
w	129	7.1%
1	125	6.9%
5	82	4.5%
a	81	4.5%
Other values (9)	262	14.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1140	62.9%
Space Separator	405	22.4%
Decimal Number	265	14.6%
Other Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
u	169	14.8%
o	163	14.3%
p	136	11.9%
n	130	11.4%
d	129	11.3%
w	129	11.3%
a	81	7.1%
t	67	5.9%
c	35	3.1%
i	34	3.0%
Other values (4)	67	5.9%

Decimal Number

Value	Count	Frequency (%)
1	125	47.2%
5	82	30.9%
4	58	21.9%

Space Separator

Value	Count	Frequency (%)
	405	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1140	62.9%
Common	671	37.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
u	169	14.8%
o	163	14.3%
p	136	11.9%
n	130	11.4%
d	129	11.3%
w	129	11.3%
a	81	7.1%
t	67	5.9%
c	35	3.1%
i	34	3.0%
Other values (4)	67	5.9%

Common

Value	Count	Frequency (%)
	405	60.4%
1	125	18.6%
5	82	12.2%
4	58	8.6%
/	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	405	22.4%
u	169	9.3%
o	163	9.0%
p	136	7.5%
n	130	7.2%
d	129	7.1%
w	129	7.1%
1	125	6.9%
5	82	4.5%
a	81	4.5%
Other values (9)	262	14.5%

clutch
Categorical

Distinct	5
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

wet multiplate	90
automatic	32
assist and slipper clutch	22
wet multiplate with assist and slipper clutch	21
wet multiplate with torque assist clutch	8

Length

Max length	45
Median length	14
Mean length	19.439306
Min length	9

Characters and Unicode

Total characters	3363
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	wet multiplate
2nd row	wet multiplate
3rd row	wet multiplate
4th row	assist and slipper clutch
5th row	wet multiplate

Common Values

Value	Count	Frequency (%)
wet multiplate	90	52.0%
automatic	32	18.5%
assist and slipper clutch	22	12.7%
wet multiplate with assist and slipper clutch	21	12.1%
wet multiplate with torque assist clutch	8	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
wet	119	24.0%
multiplate	119	24.0%
assist	51	10.3%
clutch	51	10.3%
and	43	8.7%
slipper	43	8.7%
automatic	32	6.5%
with	29	5.9%
torque	8	1.6%

Most occurring characters

Value	Count	Frequency (%)
t	560	16.7%
l	332	9.9%
	322	9.6%
e	289	8.6%
a	277	8.2%
i	274	8.1%
u	210	6.2%
p	205	6.1%
s	196	5.8%
m	151	4.5%
Other values (8)	547	16.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3041	90.4%
Space Separator	322	9.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	560	18.4%
l	332	10.9%
e	289	9.5%
a	277	9.1%
i	274	9.0%
u	210	6.9%
p	205	6.7%
s	196	6.4%
m	151	5.0%
w	148	4.9%
Other values (7)	399	13.1%

Space Separator

Value	Count	Frequency (%)
	322	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3041	90.4%
Common	322	9.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	560	18.4%
l	332	10.9%
e	289	9.5%
a	277	9.1%
i	274	9.0%
u	210	6.9%
p	205	6.7%
s	196	6.4%
m	151	5.0%
w	148	4.9%
Other values (7)	399	13.1%

Common

Value	Count	Frequency (%)
	322	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3363	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	560	16.7%
l	332	9.9%
	322	9.6%
e	289	8.6%
a	277	8.2%
i	274	8.1%
u	210	6.2%
p	205	6.1%
s	196	5.8%
m	151	4.5%
Other values (8)	547	16.3%

fuel tank capacity
Real number (ℝ)

Distinct	49
Distinct (%)	28.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.446243

Minimum	4
Maximum	24.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	4
5-th percentile	5
Q1	10
median	12.8
Q3	15
95-th percentile	20
Maximum	24.5
Range	20.5
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.3276222
Coefficient of variation (CV)	0.34770511
Kurtosis	-0.24634658
Mean	12.446243
Median Absolute Deviation (MAD)	2.3
Skewness	0.0090763457
Sum	2153.2
Variance	18.728314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
12	23	13.3%
13	12	6.9%
15	10	5.8%
10	10	5.8%
14	10	5.8%
17	9	5.2%
11	7	4.0%
14.5	6	3.5%
20	6	3.5%
7.4	6	3.5%
Other values (39)	74	42.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	1.2%
4.2	1	0.6%
4.8	2	1.2%
5	5	2.9%
5.1	1	0.6%
5.2	2	1.2%
5.3	4	2.3%
5.5	2	1.2%
5.8	1	0.6%
6	4	2.3%

Value	Count	Frequency (%)
24.5	1	0.6%
22	1	0.6%
21.1	1	0.6%
21	3	1.7%
20	6	3.5%
19	3	1.7%
18.5	1	0.6%
18	4	2.3%
17.9	1	0.6%
17	9	5.2%

mileage - arai
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	21
Distinct (%)	55.3%
Missing	135
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.910526

Minimum	13
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	13
5-th percentile	14.3825
Q1	17.85
median	19.3
Q3	24
95-th percentile	39
Maximum	42
Range	29
Interquartile range (IQR)	6.15

Descriptive statistics

Standard deviation	7.0434382
Coefficient of variation (CV)	0.32146367
Kurtosis	1.9492814
Mean	21.910526
Median Absolute Deviation (MAD)	3.2
Skewness	1.5081201
Sum	832.6
Variance	49.610021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
19	6	3.5%
24	3	1.7%
25	3	1.7%
15	2	1.2%
39	2	1.2%
23	2	1.2%
21.7	2	1.2%
17.8	2	1.2%
18	2	1.2%
17	2	1.2%
Other values (11)	12	6.9%
(Missing)	135	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.6%
13.15	1	0.6%
14.6	1	0.6%
15	2	1.2%
16.6	1	0.6%
17	2	1.2%
17.8	2	1.2%
18	2	1.2%
18.5	1	0.6%
19	6	3.5%

Value	Count	Frequency (%)
42	1	0.6%
39	2	1.2%
36	1	0.6%
31	1	0.6%
25	3	1.7%
24	3	1.7%
23.55	1	0.6%
23	2	1.2%
21.7	2	1.2%
21	1	0.6%

mileage - owner reported
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	43
Distinct (%)	39.1%
Missing	63
Missing (%)	36.4%
Infinite	0
Infinite (%)	0.0%
Mean	43.927273

Minimum	15
Maximum	73.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	15
5-th percentile	29
Q1	35
median	45
Q3	50
95-th percentile	65
Maximum	73.5
Range	58.5
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.200392
Coefficient of variation (CV)	0.25497582
Kurtosis	0.21261619
Mean	43.927273
Median Absolute Deviation (MAD)	6.75
Skewness	0.4263784
Sum	4832
Variance	125.44879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
45	15	8.7%
35	10	5.8%
40	10	5.8%
50	9	5.2%
30	6	3.5%
55	5	2.9%
65	4	2.3%
48	3	1.7%
46	3	1.7%
70	3	1.7%
Other values (33)	42	24.3%
(Missing)	63	36.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15	1	0.6%
23	1	0.6%
25	1	0.6%
26	1	0.6%
28	1	0.6%
29	2	1.2%
30	6	3.5%
30.5	1	0.6%
31	1	0.6%
32	2	1.2%

Value	Count	Frequency (%)
73.5	1	0.6%
70	3	1.7%
68	1	0.6%
65	4	2.3%
60	2	1.2%
59	1	0.6%
58	1	0.6%
57	1	0.6%
55	5	2.9%
52	1	0.6%

top speed
Real number (ℝ)

Distinct	68
Distinct (%)	39.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.13757

Minimum	58
Maximum	400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	58
5-th percentile	84.2
Q1	95
median	130
Q3	180
95-th percentile	299
Maximum	400
Range	342
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	67.856225
Coefficient of variation (CV)	0.45196032
Kurtosis	0.82402676
Mean	150.13757
Median Absolute Deviation (MAD)	40
Skewness	1.2012997
Sum	25973.8
Variance	4604.4672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	21	12.1%
299	12	6.9%
115	10	5.8%
95	9	5.2%
150	6	3.5%
130	6	3.5%
120	5	2.9%
85	4	2.3%
180	4	2.3%
200	4	2.3%
Other values (58)	92	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
58	2	1.2%
66	1	0.6%
75	2	1.2%
78	1	0.6%
80	2	1.2%
83	1	0.6%
85	4	2.3%
86	1	0.6%
87	2	1.2%
90	21	12.1%

Value	Count	Frequency (%)
400	1	0.6%
316	1	0.6%
305	1	0.6%
299	12	6.9%
297	1	0.6%
280	1	0.6%
270	1	0.6%
265	1	0.6%
244	1	0.6%
240	2	1.2%

braking system
Categorical

Distinct	7
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

dual channel abs	79
single channel abs	39
cbs	22
ibs	13
sbt	11
Other values (2)	9

Length

Max length	18
Median length	16
Mean length	12.763006
Min length	3

Characters and Unicode

Total characters	2208
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	single channel abs
2nd row	single channel abs
3rd row	single channel abs
4th row	dual channel abs
5th row	dual channel abs

Common Values

Value	Count	Frequency (%)
dual channel abs	79	45.7%
single channel abs	39	22.5%
cbs	22	12.7%
ibs	13	7.5%
sbt	11	6.4%
switchable abs	7	4.0%
ubs	2	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
abs	125	30.0%
channel	118	28.4%
dual	79	19.0%
single	39	9.4%
cbs	22	5.3%
ibs	13	3.1%
sbt	11	2.6%
switchable	7	1.7%
ubs	2	0.5%

Most occurring characters

Value	Count	Frequency (%)
a	329	14.9%
n	275	12.5%
l	243	11.0%
	243	11.0%
s	219	9.9%
b	180	8.2%
e	164	7.4%
c	147	6.7%
h	125	5.7%
u	81	3.7%
Other values (5)	202	9.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1965	89.0%
Space Separator	243	11.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	329	16.7%
n	275	14.0%
l	243	12.4%
s	219	11.1%
b	180	9.2%
e	164	8.3%
c	147	7.5%
h	125	6.4%
u	81	4.1%
d	79	4.0%
Other values (4)	123	6.3%

Space Separator

Value	Count	Frequency (%)
	243	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1965	89.0%
Common	243	11.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	329	16.7%
n	275	14.0%
l	243	12.4%
s	219	11.1%
b	180	9.2%
e	164	8.3%
c	147	7.5%
h	125	6.4%
u	81	4.1%
d	79	4.0%
Other values (4)	123	6.3%

Common

Value	Count	Frequency (%)
	243	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	329	14.9%
n	275	12.5%
l	243	11.0%
	243	11.0%
s	219	9.9%
b	180	8.2%
e	164	7.4%
c	147	6.7%
h	125	5.7%
u	81	3.7%
Other values (5)	202	9.1%

front brake type
Categorical

Distinct	2
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

disc	135
drum	38

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	692
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	disc
2nd row	disc
3rd row	disc
4th row	disc
5th row	disc

Common Values

Value	Count	Frequency (%)
disc	135	78.0%
drum	38	22.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
disc	135	78.0%
drum	38	22.0%

Most occurring characters

Value	Count	Frequency (%)
d	173	25.0%
i	135	19.5%
s	135	19.5%
c	135	19.5%
r	38	5.5%
u	38	5.5%
m	38	5.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	692	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	173	25.0%
i	135	19.5%
s	135	19.5%
c	135	19.5%
r	38	5.5%
u	38	5.5%
m	38	5.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	692	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	173	25.0%
i	135	19.5%
s	135	19.5%
c	135	19.5%
r	38	5.5%
u	38	5.5%
m	38	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	692	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	173	25.0%
i	135	19.5%
s	135	19.5%
c	135	19.5%
r	38	5.5%
u	38	5.5%
m	38	5.5%

front brake size
Real number (ℝ)

Distinct	23
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	255.81503

Minimum	110
Maximum	330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	110
5-th percentile	130
Q1	200
median	286
Q3	310
95-th percentile	330
Maximum	330
Range	220
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	74.312746
Coefficient of variation (CV)	0.29049406
Kurtosis	-0.80667396
Mean	255.81503
Median Absolute Deviation (MAD)	34
Skewness	-0.90483182
Sum	44256
Variance	5522.3842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
130	30	17.3%
320	30	17.3%
300	28	16.2%
310	15	8.7%
330	11	6.4%
280	8	4.6%
276	8	4.6%
282	7	4.0%
200	6	3.5%
110	4	2.3%
Other values (13)	26	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
110	4	2.3%
120	2	1.2%
130	30	17.3%
150	1	0.6%
170	1	0.6%
190	2	1.2%
200	6	3.5%
220	4	2.3%
230	1	0.6%
240	4	2.3%

Value	Count	Frequency (%)
330	11	6.4%
320	30	17.3%
310	15	8.7%
300	28	16.2%
296	1	0.6%
290	1	0.6%
286	1	0.6%
282	7	4.0%
280	8	4.6%
276	8	4.6%

rear tyre size
Categorical

HIGH CARDINALITY HIGH CORRELATION

Distinct	61
Distinct (%)	35.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

90/100 - 10	12
160/60 - zr17	10
130/70 - 17	9
80/100 - 18	8
150/70 - r17	8
Other values (56)	126

Length

Max length	19
Median length	15
Mean length	11.757225
Min length	9

Characters and Unicode

Total characters	2034
Distinct characters	20
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	11.6%

Sample

1st row	120/80 - 17
2nd row	120/80 - 18
3rd row	3.25 x 19 - 60p
4th row	130/70 - 18
5th row	140/70 - 17

Common Values

Value	Count	Frequency (%)
90/100 - 10	12	6.9%
160/60 - zr17	10	5.8%
130/70 - 17	9	5.2%
80/100 - 18	8	4.6%
150/70 - r17	8	4.6%
150/60 - r17	8	4.6%
180/55 - zr17	6	3.5%
140/60 - r17	6	3.5%
120/70 - 10	5	2.9%
100/90 - 17	5	2.9%
Other values (51)	96	55.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	170	32.0%
17	44	8.3%
r17	37	7.0%
zr17	31	5.8%
18	21	3.9%
10	21	3.9%
130/70	15	2.8%
150/60	13	2.4%
180/55	12	2.3%
90/100	12	2.3%
Other values (46)	156	29.3%

Most occurring characters

Value	Count	Frequency (%)
0	378	18.6%
	359	17.6%
1	332	16.3%
-	170	8.4%
/	165	8.1%
7	159	7.8%
5	79	3.9%
r	78	3.8%
8	66	3.2%
6	60	2.9%
Other values (10)	188	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1204	59.2%
Space Separator	359	17.6%
Other Punctuation	176	8.7%
Dash Punctuation	170	8.4%
Lowercase Letter	125	6.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	378	31.4%
1	332	27.6%
7	159	13.2%
5	79	6.6%
8	66	5.5%
6	60	5.0%
9	39	3.2%
2	36	3.0%
3	28	2.3%
4	27	2.2%

Lowercase Letter

Value	Count	Frequency (%)
r	78	62.4%
z	33	26.4%
x	6	4.8%
p	6	4.8%
l	2	1.6%

Other Punctuation

Value	Count	Frequency (%)
/	165	93.8%
.	9	5.1%
"	2	1.1%

Space Separator

Value	Count	Frequency (%)
	359	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	170	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1909	93.9%
Latin	125	6.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	378	19.8%
	359	18.8%
1	332	17.4%
-	170	8.9%
/	165	8.6%
7	159	8.3%
5	79	4.1%
8	66	3.5%
6	60	3.1%
9	39	2.0%
Other values (5)	102	5.3%

Latin

Value	Count	Frequency (%)
r	78	62.4%
z	33	26.4%
x	6	4.8%
p	6	4.8%
l	2	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2034	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	378	18.6%
	359	17.6%
1	332	16.3%
-	170	8.4%
/	165	8.1%
7	159	7.8%
5	79	3.9%
r	78	3.8%
8	66	3.2%
6	60	2.9%
Other values (10)	188	9.2%

tyre type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

tubeless	155
tubed	18

Length

Max length	8
Median length	8
Mean length	7.6878613
Min length	5

Characters and Unicode

Total characters	1330
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	tubed
2nd row	tubed
3rd row	tubed
4th row	tubed
5th row	tubeless

Common Values

Value	Count	Frequency (%)
tubeless	155	89.6%
tubed	18	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tubeless	155	89.6%
tubed	18	10.4%

Most occurring characters

Value	Count	Frequency (%)
e	328	24.7%
s	310	23.3%
t	173	13.0%
u	173	13.0%
b	173	13.0%
l	155	11.7%
d	18	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1330	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	328	24.7%
s	310	23.3%
t	173	13.0%
u	173	13.0%
b	173	13.0%
l	155	11.7%
d	18	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1330	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	328	24.7%
s	310	23.3%
t	173	13.0%
u	173	13.0%
b	173	13.0%
l	155	11.7%
d	18	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1330	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	328	24.7%
s	310	23.3%
t	173	13.0%
u	173	13.0%
b	173	13.0%
l	155	11.7%
d	18	1.4%

radial tyres
Boolean

Distinct	2
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	301.0 B

True	94
False	79

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	94	54.3%
False	79	45.7%

rear brake type
Categorical

Distinct	2
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

disc	107
drum	66

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	692
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	drum
2nd row	disc
3rd row	drum
4th row	disc
5th row	disc

Common Values

Value	Count	Frequency (%)
disc	107	61.8%
drum	66	38.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
disc	107	61.8%
drum	66	38.2%

Most occurring characters

Value	Count	Frequency (%)
d	173	25.0%
i	107	15.5%
s	107	15.5%
c	107	15.5%
r	66	9.5%
u	66	9.5%
m	66	9.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	692	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	173	25.0%
i	107	15.5%
s	107	15.5%
c	107	15.5%
r	66	9.5%
u	66	9.5%
m	66	9.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	692	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	173	25.0%
i	107	15.5%
s	107	15.5%
c	107	15.5%
r	66	9.5%
u	66	9.5%
m	66	9.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	692	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	173	25.0%
i	107	15.5%
s	107	15.5%
c	107	15.5%
r	66	9.5%
u	66	9.5%
m	66	9.5%

rear brake size
Real number (ℝ)

Distinct	20
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	197.43931

Minimum	110
Maximum	316
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	110
5-th percentile	116
Q1	130
median	220
Q3	240
95-th percentile	262
Maximum	316
Range	206
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	55.517785
Coefficient of variation (CV)	0.28118912
Kurtosis	-1.5098487
Mean	197.43931
Median Absolute Deviation (MAD)	35
Skewness	-0.30904865
Sum	34157
Variance	3082.2245
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
130	39	22.5%
220	26	15.0%
240	18	10.4%
230	16	9.2%
245	13	7.5%
140	11	6.4%
255	9	5.2%
110	9	5.2%
250	6	3.5%
260	5	2.9%
Other values (10)	21	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
110	9	5.2%
120	3	1.7%
130	39	22.5%
140	11	6.4%
153	4	2.3%
193	1	0.6%
200	1	0.6%
220	26	15.0%
225	2	1.2%
230	16	9.2%

Value	Count	Frequency (%)
316	1	0.6%
300	1	0.6%
270	3	1.7%
265	4	2.3%
260	5	2.9%
256	1	0.6%
255	9	5.2%
250	6	3.5%
245	13	7.5%
240	18	10.4%

wheel type
Categorical

Distinct	3
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

alloy	140
spoke	26
steel	7

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	865
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	spoke
2nd row	spoke
3rd row	spoke
4th row	spoke
5th row	alloy

Common Values

Value	Count	Frequency (%)
alloy	140	80.9%
spoke	26	15.0%
steel	7	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
alloy	140	80.9%
spoke	26	15.0%
steel	7	4.0%

Most occurring characters

Value	Count	Frequency (%)
l	287	33.2%
o	166	19.2%
a	140	16.2%
y	140	16.2%
e	40	4.6%
s	33	3.8%
p	26	3.0%
k	26	3.0%
t	7	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	865	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	287	33.2%
o	166	19.2%
a	140	16.2%
y	140	16.2%
e	40	4.6%
s	33	3.8%
p	26	3.0%
k	26	3.0%
t	7	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	865	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	287	33.2%
o	166	19.2%
a	140	16.2%
y	140	16.2%
e	40	4.6%
s	33	3.8%
p	26	3.0%
k	26	3.0%
t	7	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	865	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	287	33.2%
o	166	19.2%
a	140	16.2%
y	140	16.2%
e	40	4.6%
s	33	3.8%
p	26	3.0%
k	26	3.0%
t	7	0.8%

front wheel size
Real number (ℝ)

Distinct	9
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.468208

Minimum	10
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	10
5-th percentile	11
Q1	17
median	17
Q3	18
95-th percentile	19
Maximum	21
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.4100988
Coefficient of variation (CV)	0.14634858
Kurtosis	1.1547801
Mean	16.468208
Median Absolute Deviation (MAD)	0
Skewness	-1.3647213
Sum	2849
Variance	5.8085764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
17	92	53.2%
18	27	15.6%
19	17	9.8%
12	16	9.2%
10	6	3.5%
11	5	2.9%
16	4	2.3%
21	3	1.7%
14	3	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	6	3.5%
11	5	2.9%
12	16	9.2%
14	3	1.7%
16	4	2.3%
17	92	53.2%
18	27	15.6%
19	17	9.8%
21	3	1.7%

Value	Count	Frequency (%)
21	3	1.7%
19	17	9.8%
18	27	15.6%
17	92	53.2%
16	4	2.3%
14	3	1.7%
12	16	9.2%
11	5	2.9%
10	6	3.5%

rear wheel size
Real number (ℝ)

Distinct	8
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.00578

Minimum	10
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	17
median	17
Q3	17
95-th percentile	18
Maximum	19
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.4999933
Coefficient of variation (CV)	0.15619315
Kurtosis	1.4865294
Mean	16.00578
Median Absolute Deviation (MAD)	0
Skewness	-1.7503484
Sum	2769
Variance	6.2499664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
17	112	64.7%
18	22	12.7%
10	21	12.1%
12	6	3.5%
16	6	3.5%
14	3	1.7%
15	2	1.2%
19	1	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	21	12.1%
12	6	3.5%
14	3	1.7%
15	2	1.2%
16	6	3.5%
17	112	64.7%
18	22	12.7%
19	1	0.6%

Value	Count	Frequency (%)
19	1	0.6%
18	22	12.7%
17	112	64.7%
16	6	3.5%
15	2	1.2%
14	3	1.7%
12	6	3.5%
10	21	12.1%

front tyre size
Categorical

Distinct	43
Distinct (%)	24.9%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

120/70 - zr17	27
100/80 - 17	19
90/90 - 12	12
80/100 - 18	12
100/90 - 19	11
Other values (38)	92

Length

Max length	19
Median length	15
Mean length	11.531792
Min length	9

Characters and Unicode

Total characters	1995
Distinct characters	23
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	11.0%

Sample

1st row	100/80 - 17
2nd row	100/90 - 19
3rd row	3.25 x 19 - 54p
4th row	100/90 - 18
5th row	100/90 - 19

Common Values

Value	Count	Frequency (%)
120/70 - zr17	27	15.6%
100/80 - 17	19	11.0%
90/90 - 12	12	6.9%
80/100 - 18	12	6.9%
100/90 - 19	11	6.4%
110/70 - r17	10	5.8%
80/100 - 17	8	4.6%
90/90 - 17	7	4.0%
110/70 - 17	7	4.0%
100/90 - 18	6	3.5%
Other values (33)	54	31.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	170	31.9%
17	49	9.2%
120/70	43	8.1%
zr17	28	5.3%
90/90	23	4.3%
110/70	23	4.3%
18	22	4.1%
100/80	20	3.8%
80/100	20	3.8%
100/90	17	3.2%
Other values (36)	118	22.1%

Most occurring characters

Value	Count	Frequency (%)
0	398	19.9%
	360	18.0%
1	351	17.6%
-	170	8.5%
7	165	8.3%
/	163	8.2%
9	89	4.5%
8	74	3.7%
2	73	3.7%
r	58	2.9%
Other values (13)	94	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1180	59.1%
Space Separator	360	18.0%
Other Punctuation	174	8.7%
Dash Punctuation	170	8.5%
Lowercase Letter	111	5.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	398	33.7%
1	351	29.7%
7	165	14.0%
9	89	7.5%
8	74	6.3%
2	73	6.2%
4	12	1.0%
5	10	0.8%
6	5	0.4%
3	3	0.3%

Lowercase Letter

Value	Count	Frequency (%)
r	58	52.3%
z	33	29.7%
x	6	5.4%
p	6	5.4%
l	2	1.8%
m	2	1.8%
t	2	1.8%
b	2	1.8%

Other Punctuation

Value	Count	Frequency (%)
/	163	93.7%
.	9	5.2%
"	2	1.1%

Space Separator

Value	Count	Frequency (%)
	360	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	170	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1884	94.4%
Latin	111	5.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	398	21.1%
	360	19.1%
1	351	18.6%
-	170	9.0%
7	165	8.8%
/	163	8.7%
9	89	4.7%
8	74	3.9%
2	73	3.9%
4	12	0.6%
Other values (5)	29	1.5%

Latin

Value	Count	Frequency (%)
r	58	52.3%
z	33	29.7%
x	6	5.4%
p	6	5.4%
l	2	1.8%
m	2	1.8%
t	2	1.8%
b	2	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1995	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	398	19.9%
	360	18.0%
1	351	17.6%
-	170	8.5%
7	165	8.3%
/	163	8.2%
9	89	4.5%
8	74	3.7%
2	73	3.7%
r	58	2.9%
Other values (13)	94	4.7%

front tyre pressure (rider)
Real number (ℝ)

Distinct	18
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.215896

Minimum	20
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	20
5-th percentile	20
Q1	25
median	28
Q3	32
95-th percentile	36
Maximum	42
Range	22
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.1919878
Coefficient of variation (CV)	0.18400932
Kurtosis	-0.76144002
Mean	28.215896
Median Absolute Deviation (MAD)	4
Skewness	0.28722191
Sum	4881.35
Variance	26.956737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
25	46	26.6%
29	23	13.3%
32	22	12.7%
36	21	12.1%
20	13	7.5%
22	13	7.5%
33	10	5.8%
24	5	2.9%
28	5	2.9%
34	3	1.7%
Other values (8)	12	6.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	13	7.5%
21	2	1.2%
22	13	7.5%
23	2	1.2%
24	5	2.9%
25	46	26.6%
26	1	0.6%
28	5	2.9%
29	23	13.3%
30	2	1.2%

Value	Count	Frequency (%)
42	2	1.2%
40	1	0.6%
36	21	12.1%
35	1	0.6%
34	3	1.7%
33.35	1	0.6%
33	10	5.8%
32	22	12.7%
30	2	1.2%
29	23	13.3%

rear tyre pressure (rider)
Real number (ℝ)

Distinct	16
Distinct (%)	9.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.12289

Minimum	25
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	25
5-th percentile	26
Q1	28
median	32
Q3	36
95-th percentile	42
Maximum	42
Range	17
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.7200925
Coefficient of variation (CV)	0.1469386
Kurtosis	-0.46357827
Mean	32.12289
Median Absolute Deviation (MAD)	4
Skewness	0.66518497
Sum	5557.26
Variance	22.279273
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
36	34	19.7%
28	33	19.1%
29	29	16.8%
42	17	9.8%
33	16	9.2%
32	13	7.5%
26	11	6.4%
30	5	2.9%
25	4	2.3%
34	3	1.7%
Other values (6)	8	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25	4	2.3%
26	11	6.4%
28	33	19.1%
28.5	2	1.2%
29	29	16.8%
30	5	2.9%
31	1	0.6%
32	13	7.5%
33	16	9.2%
34	3	1.7%

Value	Count	Frequency (%)
42	17	9.8%
40	1	0.6%
38	1	0.6%
36.26	1	0.6%
36	34	19.7%
35	2	1.2%
34	3	1.7%
33	16	9.2%
32	13	7.5%
31	1	0.6%

front tyre pressure (rider & pillion)
Real number (ℝ)

Distinct	20
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.44659

Minimum	20
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	20
5-th percentile	20
Q1	25
median	28
Q3	32
95-th percentile	36
Maximum	42
Range	22
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	5.3541573
Coefficient of variation (CV)	0.1882179
Kurtosis	-0.88916203
Mean	28.44659
Median Absolute Deviation (MAD)	4
Skewness	0.29887791
Sum	4921.26
Variance	28.667001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
25	44	25.4%
36	24	13.9%
29	22	12.7%
32	19	11.0%
22	15	8.7%
20	11	6.4%
33	7	4.0%
24	5	2.9%
28	5	2.9%
34	4	2.3%
Other values (10)	17	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	11	6.4%
21	2	1.2%
22	15	8.7%
23	2	1.2%
24	5	2.9%
25	44	25.4%
26	1	0.6%
27	2	1.2%
28	5	2.9%
29	22	12.7%

Value	Count	Frequency (%)
42	2	1.2%
40	1	0.6%
38	2	1.2%
36.26	1	0.6%
36	24	13.9%
35	2	1.2%
34	4	2.3%
33	7	4.0%
32	19	11.0%
30	2	1.2%

rear tyre pressure (rider & pillion)
Real number (ℝ)

Distinct	15
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.491676

Minimum	25
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	25
5-th percentile	30
Q1	32
median	36
Q3	40
95-th percentile	42
Maximum	42
Range	17
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.2260141
Coefficient of variation (CV)	0.11907057
Kurtosis	-0.93929928
Mean	35.491676
Median Absolute Deviation (MAD)	4
Skewness	0.18205648
Sum	6140.06
Variance	17.859195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
32	48	27.7%
36	39	22.5%
42	26	15.0%
33	16	9.2%
41	11	6.4%
39	6	3.5%
40	6	3.5%
30	6	3.5%
29	4	2.3%
38	3	1.7%
Other values (5)	8	4.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25	2	1.2%
28	2	1.2%
29	4	2.3%
30	6	3.5%
31	1	0.6%
32	48	27.7%
33	16	9.2%
34	2	1.2%
36	39	22.5%
38	3	1.7%

Value	Count	Frequency (%)
42	26	15.0%
41	11	6.4%
40.06	1	0.6%
40	6	3.5%
39	6	3.5%
38	3	1.7%
36	39	22.5%
34	2	1.2%
33	16	9.2%
32	48	27.7%

kerb weight
Real number (ℝ)

Distinct	106
Distinct (%)	61.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	165.77457

Minimum	86
Maximum	390
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	86
5-th percentile	104.6
Q1	122
median	159.5
Q3	200
95-th percentile	239
Maximum	390
Range	304
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	47.976751
Coefficient of variation (CV)	0.2894096
Kurtosis	1.5813502
Mean	165.77457
Median Absolute Deviation (MAD)	40.5
Skewness	0.7971971
Sum	28679
Variance	2301.7687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
114	8	4.6%
112	5	2.9%
216	4	2.3%
118	4	2.3%
159	3	1.7%
122	3	1.7%
166	3	1.7%
115	3	1.7%
142	3	1.7%
104	3	1.7%
Other values (96)	134	77.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
86	1	0.6%
88	1	0.6%
93	1	0.6%
98	1	0.6%
99	1	0.6%
103	1	0.6%
104	3	1.7%
105	1	0.6%
106	1	0.6%
107	1	0.6%

Value	Count	Frequency (%)
390	1	0.6%
304	1	0.6%
263	1	0.6%
255	1	0.6%
251	1	0.6%
249	1	0.6%
247	1	0.6%
240	1	0.6%
239	2	1.2%
238	1	0.6%

overall length
Real number (ℝ)

Distinct	101
Distinct (%)	58.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2050.3121

Minimum	1556
Maximum	2615
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1556
5-th percentile	1770
Q1	1990
median	2055
Q3	2122
95-th percentile	2269.4
Maximum	2615
Range	1059
Interquartile range (IQR)	132

Descriptive statistics

Standard deviation	141.59813
Coefficient of variation (CV)	0.069061742
Kurtosis	1.9626381
Mean	2050.3121
Median Absolute Deviation (MAD)	65
Skewness	-0.030202644
Sum	354704
Variance	20050.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1770	7	4.0%
1990	6	3.5%
2100	6	3.5%
2020	5	2.9%
2070	5	2.9%
2090	5	2.9%
2055	4	2.3%
2085	4	2.3%
2017	3	1.7%
1985	3	1.7%
Other values (91)	125	72.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1556	1	0.6%
1735	1	0.6%
1769	2	1.2%
1770	7	4.0%
1808	1	0.6%
1809	1	0.6%
1829	1	0.6%
1833	1	0.6%
1834	1	0.6%
1843	2	1.2%

Value	Count	Frequency (%)
2615	1	0.6%
2500	1	0.6%
2310	2	1.2%
2307	1	0.6%
2301	1	0.6%
2275	1	0.6%
2273	1	0.6%
2270	1	0.6%
2269	1	0.6%
2240	3	1.7%

overall width
Real number (ℝ)

Distinct	91
Distinct (%)	52.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	788.65029

Minimum	590
Maximum	1020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	590
5-th percentile	690
Q1	730
median	786
Q3	831
95-th percentile	927
Maximum	1020
Range	430
Interquartile range (IQR)	101

Descriptive statistics

Standard deviation	75.28821
Coefficient of variation (CV)	0.095464632
Kurtosis	0.24189998
Mean	788.65029
Median Absolute Deviation (MAD)	49
Skewness	0.52012982
Sum	136436.5
Variance	5668.3145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
690	7	4.0%
800	6	3.5%
806	6	3.5%
780	6	3.5%
810	6	3.5%
715	5	2.9%
743	4	2.3%
720	4	2.3%
785	4	2.3%
840	4	2.3%
Other values (81)	121	69.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
590	1	0.6%
650	1	0.6%
660	1	0.6%
670	2	1.2%
681	1	0.6%
685	2	1.2%
690	7	4.0%
697	1	0.6%
700	3	1.7%
704	2	1.2%

Value	Count	Frequency (%)
1020	1	0.6%
1010	1	0.6%
980	1	0.6%
963	1	0.6%
950	1	0.6%
940	1	0.6%
938	1	0.6%
930	2	1.2%
925	1	0.6%
915	2	1.2%

wheelbase
Real number (ℝ)

Distinct	88
Distinct (%)	50.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1380.3006

Minimum	1228
Maximum	1695
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1228
5-th percentile	1238
Q1	1290
median	1365
Q3	1449
95-th percentile	1558.8
Maximum	1695
Range	467
Interquartile range (IQR)	159

Descriptive statistics

Standard deviation	97.499266
Coefficient of variation (CV)	0.070636256
Kurtosis	0.10557496
Mean	1380.3006
Median Absolute Deviation (MAD)	80
Skewness	0.57778119
Sum	238792
Variance	9506.1068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1357	7	4.0%
1290	6	3.5%
1450	5	2.9%
1260	5	2.9%
1445	5	2.9%
1285	5	2.9%
1365	4	2.3%
1455	4	2.3%
1505	3	1.7%
1390	3	1.7%
Other values (78)	126	72.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1228	2	1.2%
1230	1	0.6%
1235	2	1.2%
1236	3	1.7%
1238	2	1.2%
1245	1	0.6%
1250	1	0.6%
1255	2	1.2%
1260	5	2.9%
1261	2	1.2%

Value	Count	Frequency (%)
1695	1	0.6%
1677	1	0.6%
1615	1	0.6%
1600	2	1.2%
1594	1	0.6%
1575	1	0.6%
1567	1	0.6%
1560	1	0.6%
1558	1	0.6%
1556	2	1.2%

ground clearance
Real number (ℝ)

Distinct	48
Distinct (%)	27.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	161.69075

Minimum	115
Maximum	238
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	115
5-th percentile	130
Q1	150
median	162
Q3	170
95-th percentile	202.4
Maximum	238
Range	123
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	21.825511
Coefficient of variation (CV)	0.13498305
Kurtosis	0.94324818
Mean	161.69075
Median Absolute Deviation (MAD)	12
Skewness	0.58199636
Sum	27972.5
Variance	476.35294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
165	19	11.0%
155	15	8.7%
170	13	7.5%
180	11	6.4%
140	10	5.8%
130	10	5.8%
160	10	5.8%
150	7	4.0%
200	5	2.9%
145	4	2.3%
Other values (38)	69	39.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
115	1	0.6%
121	2	1.2%
122	1	0.6%
125	2	1.2%
128	2	1.2%
130	10	5.8%
131	1	0.6%
132	2	1.2%
135	4	2.3%
140	10	5.8%

Value	Count	Frequency (%)
238	1	0.6%
220	3	1.7%
218	1	0.6%
215	1	0.6%
210	1	0.6%
203	2	1.2%
202	1	0.6%
200	5	2.9%
190	1	0.6%
187	1	0.6%

seat height
Real number (ℝ)

Distinct	49
Distinct (%)	28.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	794.42197

Minimum	650
Maximum	870
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	650
5-th percentile	741.8
Q1	780
median	795
Q3	810
95-th percentile	843.2
Maximum	870
Range	220
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	32.115
Coefficient of variation (CV)	0.04042562
Kurtosis	3.2518972
Mean	794.42197
Median Absolute Deviation (MAD)	15
Skewness	-1.0173754
Sum	137435
Variance	1031.3732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
790	19	11.0%
810	14	8.1%
800	13	7.5%
795	12	6.9%
780	9	5.2%
765	8	4.6%
770	8	4.6%
785	6	3.5%
805	6	3.5%
830	5	2.9%
Other values (39)	73	42.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
650	1	0.6%
690	1	0.6%
692	1	0.6%
705	2	1.2%
708	1	0.6%
712	1	0.6%
737	2	1.2%
745	1	0.6%
750	1	0.6%
755	2	1.2%

Value	Count	Frequency (%)
870	1	0.6%
860	1	0.6%
855	2	1.2%
850	1	0.6%
845	4	2.3%
842	2	1.2%
840	5	2.9%
837	1	0.6%
835	3	1.7%
830	5	2.9%

overall height
Real number (ℝ)

Distinct	87
Distinct (%)	50.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1142.3064

Minimum	1003
Maximum	1523
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1003
5-th percentile	1044.2
Q1	1080
median	1116
Q3	1160
95-th percentile	1400
Maximum	1523
Range	520
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	99.993743
Coefficient of variation (CV)	0.087536712
Kurtosis	3.6209926
Mean	1142.3064
Median Absolute Deviation (MAD)	40
Skewness	1.9019615
Sum	197619
Variance	9998.7486
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1140	10	5.8%
1080	8	4.6%
1150	6	3.5%
1100	6	3.5%
1065	4	2.3%
1120	4	2.3%
1090	4	2.3%
1160	4	2.3%
1035	4	2.3%
1060	4	2.3%
Other values (77)	119	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1003	1	0.6%
1024	2	1.2%
1028	1	0.6%
1035	4	2.3%
1043	1	0.6%
1045	1	0.6%
1047	1	0.6%
1050	4	2.3%
1052	3	1.7%
1055	2	1.2%

Value	Count	Frequency (%)
1523	1	0.6%
1520	1	0.6%
1480	1	0.6%
1450	1	0.6%
1430	1	0.6%
1410	2	1.2%
1405	1	0.6%
1400	3	1.7%
1370	1	0.6%
1340	1	0.6%

chassis type
Categorical

HIGH CARDINALITY HIGH CORRELATION

Distinct	90
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

diamond	14
diamond type	10
tubular steel trellis frame	9
trellis, high-tensile steel	5
monocoque full - steel body construction	4
Other values (85)	131

Length

Max length	64
Median length	43
Mean length	24.202312
Min length	5

Characters and Unicode

Total characters	4187
Distinct characters	32
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55 ?
Unique (%)	31.8%

Sample

1st row	double-downtube frame
2nd row	twin downtube spine frame
3rd row	single downtube,using engine as stressed member
4th row	steel tubular, double cradle frame
5th row	twin downtube spine frame

Common Values

Value	Count	Frequency (%)
diamond	14	8.1%
diamond type	10	5.8%
tubular steel trellis frame	9	5.2%
trellis, high-tensile steel	5	2.9%
monocoque full - steel body construction	4	2.3%
under bone	4	2.3%
high rigidity under bone type	4	2.3%
split-trellis frame (tubular)	4	2.3%
tubular steel, twin cradle frame	4	2.3%
tubular double cradle	4	2.3%
Other values (80)	111	64.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
frame	64	10.4%
tubular	55	9.0%
steel	55	9.0%
cradle	35	5.7%
diamond	30	4.9%
type	24	3.9%
trellis	23	3.7%
double	18	2.9%
with	14	2.3%
single	13	2.1%
Other values (90)	283	46.1%

Most occurring characters

Value	Count	Frequency (%)
e	487	11.6%
	441	10.5%
l	326	7.8%
t	315	7.5%
r	267	6.4%
a	259	6.2%
u	245	5.9%
i	233	5.6%
s	208	5.0%
d	191	4.6%
Other values (22)	1215	29.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3668	87.6%
Space Separator	441	10.5%
Other Punctuation	37	0.9%
Dash Punctuation	31	0.7%
Open Punctuation	4	0.1%
Close Punctuation	4	0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	487	13.3%
l	326	8.9%
t	315	8.6%
r	267	7.3%
a	259	7.1%
u	245	6.7%
i	233	6.4%
s	208	5.7%
d	191	5.2%
n	186	5.1%
Other values (14)	951	25.9%

Other Punctuation

Value	Count	Frequency (%)
,	33	89.2%
"	4	10.8%

Decimal Number

Value	Count	Frequency (%)
3	1	50.0%
4	1	50.0%

Space Separator

Value	Count	Frequency (%)
	441	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3668	87.6%
Common	519	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	487	13.3%
l	326	8.9%
t	315	8.6%
r	267	7.3%
a	259	7.1%
u	245	6.7%
i	233	6.4%
s	208	5.7%
d	191	5.2%
n	186	5.1%
Other values (14)	951	25.9%

Common

Value	Count	Frequency (%)
	441	85.0%
,	33	6.4%
-	31	6.0%
(	4	0.8%
)	4	0.8%
"	4	0.8%
3	1	0.2%
4	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4187	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	487	11.6%
	441	10.5%
l	326	7.8%
t	315	7.5%
r	267	6.4%
a	259	6.2%
u	245	5.9%
i	233	5.6%
s	208	5.0%
d	191	4.6%
Other values (22)	1215	29.0%

Auto

Heatmap
Table

	Unnamed: 0	price	max power	max torque	displacement	bore	stroke	fuel tank capacity	mileage - arai	mileage - owner reported	top speed	front brake size	rear brake size	front wheel size	rear wheel size	front tyre pressure (rider)	rear tyre pressure (rider)	front tyre pressure (rider & pillion)	rear tyre pressure (rider & pillion)	kerb weight	overall length	overall width	wheelbase	ground clearance	seat height	overall height	brand	cooling system	transmission	transmission type	cylinders	valves per cylinder	spark plugs	gear shifting pattern	clutch	braking system	front brake type	rear tyre size	tyre type	radial tyres	rear brake type	wheel type	front tyre size	chassis type
Unnamed: 0	1.000	0.640	0.554	0.528	0.553	0.523	0.228	0.361	-0.315	-0.248	0.558	0.528	0.511	-0.050	-0.192	0.467	0.401	0.460	0.261	0.480	0.257	0.337	0.527	-0.372	0.162	0.241	0.827	0.350	0.344	0.110	0.399	0.352	0.484	0.288	0.509	0.397	0.496	0.514	0.400	0.513	0.461	0.164	0.432	0.575
price	0.640	1.000	0.972	0.966	0.966	0.908	0.325	0.804	-0.807	-0.892	0.951	0.925	0.859	0.316	0.165	0.821	0.701	0.832	0.403	0.914	0.693	0.660	0.897	-0.301	0.465	0.229	0.294	0.203	0.546	0.526	0.659	0.153	0.000	0.471	0.344	0.193	0.248	0.712	0.091	0.381	0.412	0.128	0.605	0.666
max power	0.554	0.972	1.000	0.984	0.971	0.910	0.298	0.847	-0.846	-0.824	0.971	0.928	0.831	0.382	0.272	0.854	0.708	0.865	0.406	0.936	0.737	0.680	0.893	-0.261	0.535	0.143	0.309	0.312	0.349	0.296	0.622	0.277	0.000	0.230	0.321	0.270	0.348	0.673	0.023	0.518	0.561	0.135	0.461	0.535
max torque	0.528	0.966	0.984	1.000	0.990	0.922	0.384	0.842	-0.707	-0.821	0.955	0.916	0.841	0.401	0.258	0.838	0.719	0.851	0.405	0.947	0.764	0.689	0.902	-0.261	0.473	0.161	0.368	0.500	0.456	0.635	0.677	0.273	0.000	0.318	0.418	0.309	0.370	0.631	0.080	0.455	0.571	0.162	0.553	0.496
displacement	0.553	0.966	0.971	0.990	1.000	0.933	0.397	0.825	-0.625	-0.861	0.937	0.904	0.845	0.357	0.200	0.803	0.698	0.818	0.385	0.943	0.752	0.679	0.908	-0.278	0.419	0.183	0.453	0.523	0.586	0.741	0.718	0.277	0.000	0.464	0.402	0.315	0.402	0.649	0.241	0.453	0.583	0.186	0.648	0.613
bore	0.523	0.908	0.910	0.922	0.933	1.000	0.392	0.751	-0.529	-0.854	0.895	0.875	0.797	0.361	0.201	0.753	0.617	0.772	0.304	0.873	0.713	0.655	0.838	-0.208	0.415	0.129	0.373	0.422	0.414	0.464	0.437	0.399	0.161	0.300	0.521	0.478	0.698	0.580	0.197	0.616	0.792	0.221	0.418	0.376
stroke	0.228	0.325	0.298	0.384	0.397	0.392	1.000	0.297	0.296	-0.364	0.287	0.363	0.463	0.409	0.194	0.215	0.213	0.238	0.088	0.421	0.491	0.461	0.449	0.153	-0.070	0.158	0.438	0.242	0.555	0.508	0.644	0.388	0.000	0.413	0.492	0.243	0.306	0.548	0.368	0.220	0.272	0.387	0.515	0.575
fuel tank capacity	0.361	0.804	0.847	0.842	0.825	0.751	0.297	1.000	-0.292	-0.514	0.824	0.783	0.748	0.528	0.399	0.741	0.577	0.764	0.316	0.867	0.749	0.701	0.825	-0.055	0.509	0.167	0.399	0.317	0.646	0.718	0.391	0.681	0.089	0.498	0.512	0.406	0.684	0.567	0.140	0.561	0.711	0.385	0.548	0.529
mileage - arai	-0.315	-0.807	-0.846	-0.707	-0.625	-0.529	0.296	-0.292	1.000	0.821	-0.689	-0.695	-0.223	0.157	0.214	-0.620	-0.258	-0.630	-0.488	-0.131	-0.181	-0.274	-0.324	0.274	-0.388	0.075	0.741	0.688	0.749	0.000	0.587	0.234	0.898	0.749	0.507	0.639	1.000	0.644	0.898	0.511	0.898	0.335	0.215	0.569
mileage - owner reported	-0.248	-0.892	-0.824	-0.821	-0.861	-0.854	-0.364	-0.514	0.821	1.000	-0.739	-0.805	-0.808	-0.120	0.020	-0.267	-0.093	-0.301	0.314	-0.764	-0.426	-0.534	-0.797	0.171	-0.261	-0.227	0.293	0.411	0.567	0.345	0.811	0.366	0.000	0.486	0.413	0.364	0.655	0.531	0.330	0.363	0.563	0.277	0.564	0.409
top speed	0.558	0.951	0.971	0.955	0.937	0.895	0.287	0.824	-0.689	-0.739	1.000	0.914	0.808	0.356	0.263	0.862	0.698	0.872	0.398	0.897	0.694	0.641	0.852	-0.245	0.547	0.146	0.363	0.369	0.562	0.451	0.571	0.354	0.153	0.408	0.503	0.423	0.736	0.586	0.083	0.662	0.810	0.229	0.523	0.507
front brake size	0.528	0.925	0.928	0.916	0.904	0.875	0.363	0.783	-0.695	-0.805	0.914	1.000	0.840	0.415	0.271	0.804	0.625	0.811	0.318	0.878	0.707	0.667	0.856	-0.180	0.560	0.179	0.427	0.341	0.520	0.523	0.318	0.550	0.332	0.386	0.467	0.517	0.950	0.495	0.037	0.692	0.873	0.236	0.511	0.489
rear brake size	0.511	0.859	0.831	0.841	0.845	0.797	0.463	0.748	-0.223	-0.808	0.808	0.840	1.000	0.422	0.234	0.735	0.605	0.747	0.317	0.869	0.697	0.710	0.847	-0.120	0.388	0.198	0.557	0.458	0.559	0.855	0.510	0.564	0.131	0.411	0.462	0.384	0.768	0.652	0.445	0.718	0.982	0.396	0.654	0.540
front wheel size	-0.050	0.316	0.382	0.401	0.357	0.361	0.409	0.528	0.157	-0.120	0.356	0.415	0.422	1.000	0.812	0.395	0.317	0.411	0.249	0.477	0.635	0.497	0.422	0.384	0.389	-0.014	0.381	0.247	0.505	0.671	0.133	0.484	0.000	0.380	0.497	0.349	0.518	0.696	0.345	0.575	0.644	0.539	0.888	0.459
rear wheel size	-0.192	0.165	0.272	0.258	0.200	0.201	0.194	0.399	0.214	0.020	0.263	0.271	0.234	0.812	1.000	0.344	0.241	0.358	0.208	0.326	0.452	0.292	0.189	0.289	0.463	-0.258	0.367	0.316	0.563	0.779	0.225	0.455	0.308	0.426	0.513	0.327	0.518	0.824	0.342	0.638	0.672	0.406	0.770	0.516
front tyre pressure (rider)	0.467	0.821	0.854	0.838	0.803	0.753	0.215	0.741	-0.620	-0.267	0.862	0.804	0.735	0.395	0.344	1.000	0.842	0.993	0.607	0.804	0.635	0.553	0.709	-0.195	0.554	0.038	0.464	0.411	0.545	0.632	0.485	0.398	0.118	0.424	0.487	0.412	0.503	0.563	0.185	0.709	0.763	0.262	0.528	0.506
rear tyre pressure (rider)	0.401	0.701	0.708	0.719	0.698	0.617	0.213	0.577	-0.258	-0.093	0.698	0.625	0.605	0.317	0.241	0.842	1.000	0.843	0.756	0.677	0.525	0.385	0.593	-0.263	0.369	0.144	0.458	0.259	0.383	0.363	0.539	0.462	0.139	0.274	0.375	0.304	0.359	0.479	0.123	0.493	0.564	0.248	0.491	0.427
front tyre pressure (rider & pillion)	0.460	0.832	0.865	0.851	0.818	0.772	0.238	0.764	-0.630	-0.301	0.872	0.811	0.747	0.411	0.358	0.993	0.843	1.000	0.610	0.823	0.660	0.583	0.731	-0.184	0.567	0.062	0.465	0.409	0.539	0.625	0.485	0.390	0.096	0.406	0.495	0.409	0.501	0.620	0.264	0.700	0.767	0.302	0.498	0.475
rear tyre pressure (rider & pillion)	0.261	0.403	0.406	0.405	0.385	0.304	0.088	0.316	-0.488	0.314	0.398	0.318	0.317	0.249	0.208	0.607	0.756	0.610	1.000	0.360	0.308	0.195	0.309	-0.099	0.246	0.187	0.335	0.094	0.256	0.116	0.329	0.115	0.296	0.174	0.237	0.238	0.110	0.577	0.379	0.065	0.194	0.321	0.371	0.398
kerb weight	0.480	0.914	0.936	0.947	0.943	0.873	0.421	0.867	-0.131	-0.764	0.897	0.878	0.869	0.477	0.326	0.804	0.677	0.823	0.360	1.000	0.844	0.747	0.924	-0.203	0.434	0.167	0.367	0.588	0.679	0.857	0.692	0.395	0.146	0.519	0.487	0.384	0.698	0.679	0.122	0.589	0.801	0.311	0.675	0.533
overall length	0.257	0.693	0.737	0.764	0.752	0.713	0.491	0.749	-0.181	-0.426	0.694	0.707	0.697	0.635	0.452	0.635	0.525	0.660	0.308	0.844	1.000	0.728	0.828	0.021	0.356	0.140	0.249	0.504	0.675	0.919	0.651	0.389	0.000	0.496	0.502	0.334	0.531	0.654	0.177	0.506	0.659	0.451	0.693	0.516
overall width	0.337	0.660	0.680	0.689	0.679	0.655	0.461	0.701	-0.274	-0.534	0.641	0.667	0.710	0.497	0.292	0.553	0.385	0.583	0.195	0.747	0.728	1.000	0.800	0.121	0.379	0.231	0.288	0.178	0.423	0.489	0.269	0.381	0.088	0.296	0.433	0.356	0.553	0.581	0.184	0.442	0.553	0.277	0.569	0.349
wheelbase	0.527	0.897	0.893	0.902	0.908	0.838	0.449	0.825	-0.324	-0.797	0.852	0.856	0.847	0.422	0.189	0.709	0.593	0.731	0.309	0.924	0.828	0.800	1.000	-0.148	0.356	0.265	0.362	0.477	0.537	0.792	0.559	0.393	0.000	0.398	0.367	0.439	0.784	0.566	0.333	0.643	0.786	0.350	0.519	0.387
ground clearance	-0.372	-0.301	-0.261	-0.261	-0.278	-0.208	0.153	-0.055	0.274	0.171	-0.245	-0.180	-0.120	0.384	0.289	-0.195	-0.263	-0.184	-0.099	-0.203	0.021	0.121	-0.148	1.000	0.128	0.057	0.284	0.250	0.340	0.363	0.387	0.341	0.000	0.269	0.389	0.277	0.224	0.512	0.111	0.400	0.458	0.193	0.443	0.372
seat height	0.162	0.465	0.535	0.473	0.419	0.415	-0.070	0.509	-0.388	-0.261	0.547	0.560	0.388	0.389	0.463	0.554	0.369	0.567	0.246	0.434	0.356	0.379	0.356	0.128	1.000	0.094	0.241	0.410	0.446	0.509	0.337	0.317	0.245	0.332	0.379	0.193	0.265	0.465	0.026	0.400	0.495	0.341	0.421	0.357
overall height	0.241	0.229	0.143	0.161	0.183	0.129	0.158	0.167	0.075	-0.227	0.146	0.179	0.198	-0.014	-0.258	0.038	0.144	0.062	0.187	0.167	0.140	0.231	0.265	0.057	0.094	1.000	0.224	0.090	0.416	0.455	0.370	0.267	0.000	0.293	0.297	0.125	0.133	0.223	0.000	0.142	0.225	0.161	0.320	0.505
brand	0.827	0.294	0.309	0.368	0.453	0.373	0.438	0.399	0.741	0.293	0.363	0.427	0.557	0.381	0.367	0.464	0.458	0.465	0.335	0.367	0.249	0.288	0.362	0.284	0.241	0.224	1.000	0.413	0.392	0.361	0.485	0.460	0.538	0.295	0.664	0.577	0.490	0.514	0.628	0.614	0.618	0.364	0.475	0.625
cooling system	0.350	0.203	0.312	0.500	0.523	0.422	0.242	0.317	0.688	0.411	0.369	0.341	0.458	0.247	0.316	0.411	0.259	0.409	0.094	0.588	0.504	0.178	0.477	0.250	0.410	0.090	0.413	1.000	0.451	0.601	0.364	0.432	0.204	0.387	0.330	0.369	0.555	0.493	0.350	0.706	0.692	0.246	0.513	0.499
transmission	0.344	0.546	0.349	0.456	0.586	0.414	0.555	0.646	0.749	0.567	0.562	0.520	0.559	0.505	0.563	0.545	0.383	0.539	0.256	0.679	0.675	0.423	0.537	0.340	0.446	0.416	0.392	0.451	1.000	0.857	0.596	0.447	0.247	0.991	0.536	0.496	0.680	0.748	0.135	0.702	0.802	0.293	0.764	0.557
transmission type	0.110	0.526	0.296	0.635	0.741	0.464	0.508	0.718	0.000	0.345	0.451	0.523	0.855	0.671	0.779	0.632	0.363	0.625	0.116	0.857	0.919	0.489	0.792	0.363	0.509	0.455	0.361	0.601	0.857	1.000	0.580	0.463	0.000	0.847	0.714	0.403	0.419	0.812	0.000	0.455	0.601	0.295	0.874	0.692
cylinders	0.399	0.659	0.622	0.677	0.718	0.437	0.644	0.391	0.587	0.811	0.571	0.318	0.510	0.133	0.225	0.485	0.539	0.485	0.329	0.692	0.651	0.269	0.559	0.387	0.337	0.370	0.485	0.364	0.596	0.580	1.000	0.251	0.044	0.581	0.337	0.330	0.356	0.651	0.087	0.506	0.553	0.202	0.645	0.685
valves per cylinder	0.352	0.153	0.277	0.273	0.277	0.399	0.388	0.681	0.234	0.366	0.354	0.550	0.564	0.484	0.455	0.398	0.462	0.390	0.115	0.395	0.389	0.381	0.393	0.341	0.317	0.267	0.460	0.432	0.447	0.463	0.251	1.000	0.109	0.428	0.337	0.425	0.529	0.693	0.285	0.651	0.709	0.236	0.662	0.605
spark plugs	0.484	0.000	0.000	0.000	0.000	0.161	0.000	0.089	0.898	0.000	0.153	0.332	0.131	0.000	0.308	0.118	0.139	0.096	0.296	0.146	0.000	0.088	0.000	0.000	0.245	0.000	0.538	0.204	0.247	0.000	0.044	0.109	1.000	0.229	0.000	0.158	0.000	0.275	0.000	0.211	0.107	0.000	0.000	0.515
gear shifting pattern	0.288	0.471	0.230	0.318	0.464	0.300	0.413	0.498	0.749	0.486	0.408	0.386	0.411	0.380	0.426	0.424	0.274	0.406	0.174	0.519	0.496	0.296	0.398	0.269	0.332	0.293	0.295	0.387	0.991	0.847	0.581	0.428	0.229	1.000	0.520	0.434	0.722	0.595	0.124	0.698	0.808	0.268	0.601	0.399
clutch	0.509	0.344	0.321	0.418	0.402	0.521	0.492	0.512	0.507	0.413	0.503	0.467	0.462	0.497	0.513	0.487	0.375	0.495	0.237	0.487	0.502	0.433	0.367	0.389	0.379	0.297	0.664	0.330	0.536	0.714	0.337	0.337	0.000	0.520	1.000	0.348	0.461	0.595	0.076	0.520	0.679	0.338	0.575	0.660
braking system	0.397	0.193	0.270	0.309	0.315	0.478	0.243	0.406	0.639	0.364	0.423	0.517	0.384	0.349	0.327	0.412	0.304	0.409	0.238	0.384	0.334	0.356	0.439	0.277	0.193	0.125	0.577	0.369	0.496	0.403	0.330	0.425	0.158	0.434	0.348	1.000	0.855	0.628	0.215	0.708	0.856	0.230	0.507	0.488
front brake type	0.496	0.248	0.348	0.370	0.402	0.698	0.306	0.684	1.000	0.655	0.736	0.950	0.768	0.518	0.518	0.503	0.359	0.501	0.110	0.698	0.531	0.553	0.784	0.224	0.265	0.133	0.490	0.555	0.680	0.419	0.356	0.529	0.000	0.722	0.461	0.855	1.000	0.701	0.000	0.561	0.659	0.389	0.733	0.514
rear tyre size	0.514	0.712	0.673	0.631	0.649	0.580	0.548	0.567	0.644	0.531	0.586	0.495	0.652	0.696	0.824	0.563	0.479	0.620	0.577	0.679	0.654	0.581	0.566	0.512	0.465	0.223	0.514	0.493	0.748	0.812	0.651	0.693	0.275	0.595	0.595	0.628	0.701	1.000	0.622	0.721	0.763	0.538	0.779	0.533
tyre type	0.400	0.091	0.023	0.080	0.241	0.197	0.368	0.140	0.898	0.330	0.083	0.037	0.445	0.345	0.342	0.185	0.123	0.264	0.379	0.122	0.177	0.184	0.333	0.111	0.026	0.000	0.628	0.350	0.135	0.000	0.087	0.285	0.000	0.124	0.076	0.215	0.000	0.622	1.000	0.306	0.120	0.595	0.502	0.475
radial tyres	0.513	0.381	0.518	0.455	0.453	0.616	0.220	0.561	0.511	0.363	0.662	0.692	0.718	0.575	0.638	0.709	0.493	0.700	0.065	0.589	0.506	0.442	0.643	0.400	0.400	0.142	0.614	0.706	0.702	0.455	0.506	0.651	0.211	0.698	0.520	0.708	0.561	0.721	0.306	1.000	0.723	0.250	0.688	0.519
rear brake type	0.461	0.412	0.561	0.571	0.583	0.792	0.272	0.711	0.898	0.563	0.810	0.873	0.982	0.644	0.672	0.763	0.564	0.767	0.194	0.801	0.659	0.553	0.786	0.458	0.495	0.225	0.618	0.692	0.802	0.601	0.553	0.709	0.107	0.808	0.679	0.856	0.659	0.763	0.120	0.723	1.000	0.250	0.821	0.580
wheel type	0.164	0.128	0.135	0.162	0.186	0.221	0.387	0.385	0.335	0.277	0.229	0.236	0.396	0.539	0.406	0.262	0.248	0.302	0.321	0.311	0.451	0.277	0.350	0.193	0.341	0.161	0.364	0.246	0.293	0.295	0.202	0.236	0.000	0.268	0.338	0.230	0.389	0.538	0.595	0.250	0.250	1.000	0.553	0.475
front tyre size	0.432	0.605	0.461	0.553	0.648	0.418	0.515	0.548	0.215	0.564	0.523	0.511	0.654	0.888	0.770	0.528	0.491	0.498	0.371	0.675	0.693	0.569	0.519	0.443	0.421	0.320	0.475	0.513	0.764	0.874	0.645	0.662	0.000	0.601	0.575	0.507	0.733	0.779	0.502	0.688	0.821	0.553	1.000	0.429
chassis type	0.575	0.666	0.535	0.496	0.613	0.376	0.575	0.529	0.569	0.409	0.507	0.489	0.540	0.459	0.516	0.506	0.427	0.475	0.398	0.533	0.516	0.349	0.387	0.372	0.357	0.505	0.625	0.499	0.557	0.692	0.685	0.605	0.515	0.399	0.660	0.488	0.514	0.533	0.475	0.519	0.580	0.475	0.429	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Unnamed: 0	name	brand	price	max power	max torque	cooling system	transmission	transmission type	displacement	cylinders	bore	stroke	valves per cylinder	spark plugs	gear shifting pattern	clutch	fuel tank capacity	mileage - arai	mileage - owner reported	top speed	braking system	front brake type	front brake size	rear tyre size	tyre type	radial tyres	rear brake type	rear brake size	wheel type	front wheel size	rear wheel size	front tyre size	front tyre pressure (rider)	rear tyre pressure (rider)	front tyre pressure (rider & pillion)	rear tyre pressure (rider & pillion)	kerb weight	overall length	overall width	wheelbase	ground clearance	seat height	overall height	chassis type
0	0	Royal Enfield Hunter 350	Royal Enfield	149900	20.20	27.0	air/oil cooled	5 speed manual	chain drive	349.0	1	72.0	85.8	2	1 per cylinder	1 down 4 up	wet multiplate	13.0	36.0	36.0	114.0	single channel abs	disc	300	120/80 - 17	tubed	no	drum	153	spoke	17	17	100/80 - 17	29.0	32.0	29.0	33.0	177.0	2055	800.0	1370	150.0	790	1055	double-downtube frame
1	1	Royal Enfield Classic 350	Royal Enfield	190229	20.20	27.0	air/oil cooled	5 speed manual	chain drive	349.0	1	72.0	85.8	2	1 per cylinder	1 down 4 up	wet multiplate	13.0	NaN	35.0	114.0	single channel abs	disc	300	120/80 - 18	tubed	no	disc	270	spoke	19	18	100/90 - 19	20.0	30.0	22.0	32.0	195.0	2145	785.0	1390	170.0	805	1090	twin downtube spine frame
2	2	Royal Enfield Bullet 350	Royal Enfield	157391	19.10	28.0	air cooled	5 speed manual	chain drive	346.0	1	70.0	90.0	1	2 per cylinder	1 down 4 up	wet multiplate	13.5	NaN	38.0	110.0	single channel abs	disc	280	3.25 x 19 - 60p	tubed	no	drum	153	spoke	19	19	3.25 x 19 - 54p	20.0	30.0	22.0	32.0	186.0	2170	810.0	1395	135.0	800	1120	single downtube,using engine as stressed member
3	3	Royal Enfield Continental GT 650	Royal Enfield	304945	47.00	52.0	air/oil cooled	6 speed manual	chain drive	648.0	2	78.0	67.8	2	1 per cylinder	1 down 5 up	assist and slipper clutch	12.5	NaN	25.0	169.0	dual channel abs	disc	320	130/70 - 18	tubed	no	disc	240	spoke	18	18	100/90 - 18	32.0	36.0	32.0	39.0	198.0	2122	744.0	1398	174.0	793	1024	steel tubular, double cradle frame
4	4	Royal Enfield Meteor 350	Royal Enfield	200924	20.20	27.0	air/oil cooled	5 speed manual	chain drive	349.0	1	72.0	85.8	2	1 per cylinder	1 down 4 up	wet multiplate	15.0	NaN	35.0	112.0	dual channel abs	disc	300	140/70 - 17	tubeless	yes	disc	270	alloy	19	17	100/90 - 19	32.0	32.0	32.0	36.0	191.0	2140	845.0	1400	170.0	765	1140	twin downtube spine frame
5	5	Royal Enfield Himalayan	Royal Enfield	215869	24.30	32.0	air cooled	5 speed manual	chain drive	411.0	1	78.0	86.0	2	1 per cylinder	1 down 4 up	wet multiplate	15.0	NaN	30.0	120.0	switchable abs	disc	300	120/90 - 17	tubed	no	disc	240	spoke	21	17	90/90 - 21	25.0	32.0	27.0	34.0	199.0	2190	840.0	1465	220.0	800	1370	half-duplex split cradle frame
6	6	Royal Enfield Interceptor 650	Royal Enfield	288141	47.00	52.0	air/oil cooled	6 speed manual	chain drive	648.0	2	78.0	67.8	4	1 per cylinder	1 down 5 up	assist and slipper clutch	13.7	NaN	23.0	169.0	dual channel abs	disc	320	130/70 - 18	tubed	no	disc	240	spoke	18	18	100/90 - 18	32.0	36.0	32.0	39.0	202.0	2122	789.0	1400	174.0	804	1165	steel tubular double cradle
7	7	Royal Enfield Scram 411	Royal Enfield	202923	24.30	32.0	air cooled	5 speed manual	chain drive	411.0	1	78.0	86.0	2	1 per cylinder	1 down 4 up	wet multiplate	15.0	NaN	29.0	138.0	dual channel abs	disc	300	120/90 - 17	tubed	no	disc	240	spoke	19	17	100/90 - 19	25.0	32.0	27.0	34.0	185.0	2160	840.0	1455	200.0	795	1165	half-duplex split cradle frame
8	8	TVS Raider 125	TVS	90524	11.20	11.2	air/oil cooled	5 speed manual	chain drive	124.8	1	53.5	55.5	3	1 per cylinder	1 down 4 up	wet multiplate	10.0	NaN	57.0	99.0	sbt	drum	130	100/90 - 17	tubeless	no	drum	130	alloy	17	17	80/100 - 17	25.0	28.0	25.0	32.0	123.0	2070	785.0	1326	180.0	780	1028	single cradle tubular frame
9	9	Apache	TVS	118381	15.31	13.9	air cooled	5 speed manual	chain drive	159.7	1	62.0	52.9	2	1 per cylinder	1 down 4 up	wet multiplate	12.0	NaN	45.0	107.0	single channel abs	disc	270	110/80 - 17	tubeless	yes	drum	130	alloy	17	17	90/90 - 17	25.0	28.0	25.0	32.0	139.0	2085	730.0	1300	180.0	790	1105	double cradle synchro stiff

	Unnamed: 0	name	brand	price	max power	max torque	cooling system	transmission	transmission type	displacement	cylinders	bore	stroke	valves per cylinder	spark plugs	gear shifting pattern	clutch	fuel tank capacity	mileage - arai	mileage - owner reported	top speed	braking system	front brake type	front brake size	rear tyre size	tyre type	radial tyres	rear brake type	rear brake size	wheel type	front wheel size	rear wheel size	front tyre size	front tyre pressure (rider)	rear tyre pressure (rider)	front tyre pressure (rider & pillion)	rear tyre pressure (rider & pillion)	kerb weight	overall length	overall width	wheelbase	ground clearance	seat height	overall height	chassis type
163	183	Bonneville	Triumph	1139000	78.90	105.0	liquid cooled	6 speed manual	chain drive	1200.00	2	97.6	80.0	4	1 per cylinder	1 down 5 up	wet multiplate with torque assist clutch	14.5	21.0	NaN	190.0	dual channel abs	disc	310	150/70 - r17	tubeless	yes	disc	255	spoke	18	17	100/90 - 18	32.0	36.0	32.0	36.0	236.0	2120	780.0	1450	140.0	790	1100	tubular steel, with twin cradles
164	184	Bonneville	Triumph	1285000	76.90	106.0	liquid cooled	6 speed manual	chain drive	1200.00	2	97.6	80.0	4	1 per cylinder	1 down 5 up	wet multiplate with torque assist clutch	12.0	21.7	NaN	161.0	dual channel abs	disc	310	150/80 - r16	tubeless	yes	disc	255	spoke	16	16	mt90 - b16	33.0	36.0	33.0	36.0	263.0	2225	910.0	1500	140.0	705	1055	tubular steel, twin cradle frame
165	185	Triumph Bonneville T100	Triumph	1004000	64.10	80.0	liquid cooled	5 speed manual	chain drive	900.00	2	84.6	80.0	4	1 per cylinder	1 down 4 up	wet multiplate with torque assist clutch	14.5	24.0	NaN	185.0	dual channel abs	disc	310	150/70 - r17	tubeless	yes	disc	255	spoke	18	17	100/90 - 18	32.0	36.0	32.0	36.0	228.0	2230	780.0	1450	140.0	790	1100	tubular steel, twin cradle frame
166	186	Triumph Tiger 850 Sport	Triumph	1195000	84.00	82.0	liquid cooled	6 speed manual	chain drive	888.00	3	78.0	61.9	4	1 per cylinder	1 down 5 up	assist and slipper clutch	20.0	19.0	NaN	160.0	dual channel abs	disc	320	150/70 - r17	tubeless	no	disc	255	alloy	19	17	100/90 - 19	36.0	42.0	36.0	42.0	192.0	2240	830.0	1556	203.0	810	1410	tubular steel frame, bolt on sub frame
167	187	Vespa ZX 125	Vespa	116135	9.78	9.6	air cooled	automatic	cvt	124.45	1	52.0	58.6	3	1 per cylinder	automatic	automatic	7.4	NaN	NaN	95.0	cbs	disc	200	90/100 - 10	tubeless	no	drum	140	alloy	10	10	90/100 - 10	20.0	26.0	20.0	32.0	114.0	1770	690.0	1290	155.0	770	1140	monocoque full-steel body construction
168	188	Vespa SXL 125	Vespa	134313	9.78	9.6	air cooled	automatic	cvt	124.45	1	52.0	58.6	3	1 per cylinder	automatic	automatic	7.4	NaN	40.0	90.0	cbs	disc	200	120/70 - 10	tubeless	no	drum	140	alloy	11	10	110/70 - 11	20.0	26.0	20.0	32.0	114.0	1770	690.0	1290	155.0	770	1140	monocoque full steel body construction
169	189	Vespa SXL 150	Vespa	148261	10.32	10.6	air cooled	automatic	cvt	149.50	1	58.0	56.6	3	1 per cylinder	automatic	automatic	7.4	NaN	35.0	95.0	single channel abs	disc	200	120/70 - 10	tubeless	no	drum	140	alloy	11	10	110/70 - 11	20.0	26.0	20.0	32.0	114.0	1770	690.0	1290	155.0	770	1140	monocoque full - steel body construction
170	190	Vespa VXL 125	Vespa	130438	9.78	9.6	air cooled	automatic	cvt	124.45	1	52.0	58.6	3	1 per cylinder	automatic	automatic	7.4	NaN	39.0	90.0	cbs	disc	200	120/70 - 10	tubeless	no	drum	140	alloy	11	10	110/70 - 11	20.0	26.0	20.0	32.0	114.0	1770	690.0	1290	155.0	770	1140	monocoque full - steel body construction
171	191	Vespa VXL 150	Vespa	143895	10.32	10.6	air cooled	automatic	cvt	149.50	1	58.0	56.6	3	1 per cylinder	automatic	automatic	7.4	NaN	45.0	95.0	single channel abs	disc	200	120/70 - 10	tubeless	no	drum	140	alloy	11	10	110/70 - 11	20.0	26.0	20.0	32.0	114.0	1770	690.0	1290	155.0	770	1140	monocoque full - steel body construction
172	192	Vespa Elegante 150	Vespa	155927	10.32	10.6	air cooled	automatic	cvt	149.50	1	60.0	56.6	3	1 per cylinder	automatic	automatic	7.4	NaN	45.0	100.0	single channel abs	disc	200	120/70 - 10	tubeless	no	drum	140	alloy	11	10	110/70 - 11	20.0	26.0	20.0	32.0	114.0	1770	690.0	1290	155.0	770	1140	monocoque full - steel body construction

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Math Symbol

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common